{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "colab_type": "text",
    "id": "view-in-github"
   },
   "source": [
    "<a href=\"https://colab.research.google.com/github/jermwatt/machine_learning_refined/blob/main/notes/4_Second_order_methods/4_2_Quadratic.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "4UbmekecBi2U"
   },
   "source": [
    "## Chapter 4: Second order methods"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This notebook contains interactive content from an early draft of the university textbook <a href=\"https://github.com/neonwatty/machine-learning-refined/tree/main\">\n",
    "Machine Learning Refined (2nd edition) </a>.\n",
    "\n",
    "The final draft significantly expands on this content and is available for <a href=\"https://github.com/neonwatty/machine-learning-refined/tree/main/chapter_pdfs\"> download as a PDF here</a>."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "QgwNcVq3Bi2V"
   },
   "source": [
    "# 4.2 Quadratic functions"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "y2FxSEJlBi2W"
   },
   "source": [
    "Quadratic functions naturally arise when studying second order derivatives, and then by extension second order Taylor series approximations. There is nothing complicated about a quadratic of a single input, but as we go up in dimension quadratics can become significantly more complex both in terms of the variety of shapes they can take as well as their formal details as they involve *eigenvalues*.  In this Section we aim to explain these complexities by discussing general quadratic functions, various ways of thinking about their construction, and the factors which control their shape.  This will make the study of Newton's method - discussed in the [Section 4.4](https://jermwatt.github.io/machine_learning_refined/notes/4_Second_order_methods/4_4_Newtons.html) - considerably easier. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/"
    },
    "id": "3-ntbs7cBi2W",
    "outputId": "085e289f-1281-4c9f-a76e-470682421823"
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Requirement already satisfied: github-clone in /Users/jeremywatt/Desktop/machine-learning-refined/venv/lib/python3.10/site-packages (1.2.0)\n",
      "Requirement already satisfied: requests>=2.20.0 in /Users/jeremywatt/Desktop/machine-learning-refined/venv/lib/python3.10/site-packages (from github-clone) (2.32.3)\n",
      "Requirement already satisfied: docopt>=0.6.2 in /Users/jeremywatt/Desktop/machine-learning-refined/venv/lib/python3.10/site-packages (from github-clone) (0.6.2)\n",
      "Requirement already satisfied: charset-normalizer<4,>=2 in /Users/jeremywatt/Desktop/machine-learning-refined/venv/lib/python3.10/site-packages (from requests>=2.20.0->github-clone) (3.4.0)\n",
      "Requirement already satisfied: idna<4,>=2.5 in /Users/jeremywatt/Desktop/machine-learning-refined/venv/lib/python3.10/site-packages (from requests>=2.20.0->github-clone) (3.10)\n",
      "Requirement already satisfied: urllib3<3,>=1.21.1 in /Users/jeremywatt/Desktop/machine-learning-refined/venv/lib/python3.10/site-packages (from requests>=2.20.0->github-clone) (2.2.3)\n",
      "Requirement already satisfied: certifi>=2017.4.17 in /Users/jeremywatt/Desktop/machine-learning-refined/venv/lib/python3.10/site-packages (from requests>=2.20.0->github-clone) (2024.12.14)\n",
      "\n",
      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m A new release of pip is available: \u001b[0m\u001b[31;49m24.2\u001b[0m\u001b[39;49m -> \u001b[0m\u001b[32;49m24.3.1\u001b[0m\n",
      "\u001b[1m[\u001b[0m\u001b[34;49mnotice\u001b[0m\u001b[1;39;49m]\u001b[0m\u001b[39;49m To update, run: \u001b[0m\u001b[32;49mpip install --upgrade pip\u001b[0m\n",
      "chapter_4_library already cloned!\n",
      "chapter_4_videos already cloned!\n"
     ]
    }
   ],
   "source": [
    "# install github clone - allows for easy cloning of subdirectories\n",
    "!pip install github-clone\n",
    "from pathlib import Path \n",
    "\n",
    "# clone library subdirectory\n",
    "if not Path('chapter_4_library').is_dir():\n",
    "    !ghclone https://github.com/neonwatty/machine-learning-refined-notes-assets/tree/main/notes/4_Second_order_methods/chapter_4_library\n",
    "else:\n",
    "    print('chapter_4_library already cloned!')\n",
    "\n",
    "# clone videos\n",
    "if not Path('chapter_4_videos').is_dir():\n",
    "    !ghclone https://github.com/neonwatty/machine-learning-refined-notes-assets/tree/main/notes/4_Second_order_methods/chapter_4_videos\n",
    "else:\n",
    "    print('chapter_4_videos already cloned!')\n",
    "\n",
    "# append path for local library, data, and image import\n",
    "import sys\n",
    "sys.path.append('./chapter_4_library')\n",
    "sys.path.append('./chapter_4_videos') \n",
    "\n",
    "# import section helper\n",
    "import section_4_2_helpers\n",
    "\n",
    "# video paths\n",
    "video_path_1 = 'chapter_4_videos/animation_1.mp4'\n",
    "video_path_2 = 'chapter_4_videos/animation_2.mp4'\n",
    "\n",
    "# standard imports\n",
    "import matplotlib.pyplot as plt\n",
    "from IPython.display import Image, HTML\n",
    "from base64 import b64encode\n",
    "\n",
    "def show_video(video_path, width = 1000):\n",
    "    video_file = open(video_path, \"r+b\").read()\n",
    "    video_url = f\"data:video/mp4;base64,{b64encode(video_file).decode()}\"\n",
    "    return HTML(f\"\"\"<video width={width} controls><source src=\"{video_url}\"></video>\"\"\")\n",
    "\n",
    "# import autograd-wrapped numpy\n",
    "import autograd.numpy as np\n",
    "\n",
    "# this is needed to compensate for matplotlib notebook's tendancy to blow up images when plotted inline\n",
    "%matplotlib inline\n",
    "from matplotlib import rcParams\n",
    "rcParams['figure.autolayout'] = True\n",
    "\n",
    "%load_ext autoreload\n",
    "%autoreload 2"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "xYfIaryHBi2X"
   },
   "source": [
    "## Constructing quadratic functions from simple pieces"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "zGRv8PT0Bi2X"
   },
   "source": [
    "In this Subsection we describe a simple process for constructing multi-input high dimensional quadratic functions out of simple single-input ones.  Somewhat surprisingly - as we show formally in the Section following this one - every high dimensional quadratic function can be built this way out of elementary components."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "QSJx3oHMBi2X"
   },
   "source": [
    "### Single input quadratic functions"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "hmYQwRO1Bi2X"
   },
   "source": [
    "The basic formula for a quadratic of a single input takes the familiar form\n",
    "\n",
    "\\begin{equation}\n",
    "g(w) = a + bw + cw^2\n",
    "\\end{equation}\n",
    "\n",
    "where the sign of $c$ controls whether or not the quadratic is convex (points upwards) or concave (points downwards), while its magnitude controls how quickly the quadratic grows.  \n",
    "\n",
    "Below we plot two simple quadratics centered at the origin $g(w) = 6w^2$ and $g(w) = -w^2$ to illustrate how the value of $c$ controls the shape and convexity of the quadratic."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 297
    },
    "id": "YAh13wriBi2X",
    "outputId": "564e0dcd-8f31-420f-fe63-990259a77eaa"
   },
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 800x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# create two quadratic functions\n",
    "func1 = lambda w: 6*w**2 \n",
    "func2 = lambda w: -w**2\n",
    "\n",
    "# use custom plotter to show both functions\n",
    "title1 = '$g(w)=$3w^2$'; title2 = '$g(w)=$-w^2$';\n",
    "section_4_2_helpers.double_2d_plot(func1 = func1, func2 = func2,title1 = title1,title2=title2,fontsize = 18,color = 'lime')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "kwLTwqrCBi2Y"
   },
   "source": [
    "In three dimensions - where we have two inputs $w_1$ and $w_2$ - the same quadratic formula can be defined using one of the inputs. For example, using $w_1$ the formula takes the form\n",
    "\n",
    "\\begin{equation}\n",
    "g(w_1,w_2) =  a + bw_1^{\\,} + cw_1^2 \n",
    "\\end{equation}\n",
    "\n",
    "In three dimensions this looks precisely like $g(w) = a + bw_1^{\\,} + cw_1^2$ stretched along the $w_2$ input dimension - forming a *half-pipe*. \n",
    "\n",
    "We plot the two and three dimensional versions of this quadratic side by side below.   "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 297
    },
    "id": "bECVfe6FBi2Z",
    "outputId": "74f6a200-d8b2-4f67-bbe8-cb7c951ec070"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot a single input quadratic in both two and three dimensions\n",
    "func1 = lambda w: w**2 \n",
    "func2 = lambda w: w[0]**2\n",
    "\n",
    "# use custom plotter to show both functions\n",
    "title1 = '$g(w)=$w^2$'; title2 = '$g(w_1,w_2)=w_1^2$';\n",
    "section_4_2_helpers.double_2d3d_plot(func1 = func1, func2 = func2,title1 = title1,title2=title2,fontsize = 18,color = 'lime')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "khhenrQwBi2Z"
   },
   "source": [
    "Certainly we can define this single input quadratic along any dimension we want. In general if we have $N$ possible inputs $\\mathbf{w}=[w_1,\\,w_2,\\,\\ldots,\\,w_N]$ we can define it along the $n^{th}$ dimension as $g(\\mathbf{w}) = a + bw_n^{\\,} + cw_n^2$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "swsykYtTBi2a"
   },
   "source": [
    "### Constructing multi-input quadratics when $N=2$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "UAnANpQQBi2a"
   },
   "source": [
    "With multiple inputs we can form more complex quadratic functions by summing up a number of single input quadratics like the ones discussed above. For example, with $N=2$ inputs we can form two single input quadratics\n",
    "\n",
    "\\begin{equation}\n",
    "g_1\\left(w_1^{\\,},w_2^{\\,}\\right) = a_1^{\\,} + b_1^{\\,} w_1^{\\,} + c_1^{\\,} w_1^2  \\\\\n",
    "g_2\\left(w_1^{\\,},w_2^{\\,}\\right) = a_2^{\\,} + b_2^{\\,} w_1^{\\,} + c_2^{\\,} w_1^2 \\\\\n",
    "\\end{equation}\n",
    "\n",
    "one along each input dimension.  Adding these together gives us a more complex quadratic $g(w_1,w_2) = g_1(w_1,w_2) + g_2(w_1,w_2)$ whose convexity/concavity along each input dimension is explicitly controlled by its corresponding single input quadratic.  \n",
    "\n",
    "For example, below we plot the following single input quadratics\n",
    "\n",
    "\\begin{equation}\n",
    "g_1(w_1,w_2) = w_1^2  \\\\\n",
    "g_2(w_1,w_2) = -w_2^2 \\\\\n",
    "\\end{equation}\n",
    "\n",
    "as well as their sum\n",
    "\n",
    "\\begin{equation}\n",
    "g(w_1,w_2) = w_1^2 - w_2^2\n",
    "\\end{equation}\n",
    "\n",
    "Because $g_1$ is convex, the sum $g$ is convex along the $w_1$ axis for any fixed value of $w_2$.  Conversely since $g_2$ is concave the sum $g$ is concave along the $w_2$ axis for any fixed value of $w_1$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 246
    },
    "id": "WUcUvkBIBi2a",
    "outputId": "71d68a24-fcd4-4d23-b9d4-1b2f7a2f82dc"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x300 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot a single input quadratic in both two and three dimensions\n",
    "func1 = lambda w: w[0]**2 \n",
    "func2 = lambda w: -w[1]**2\n",
    "\n",
    "# use custom plotter to show both functions\n",
    "title1 = '$g_1(w_1,w_2)=w_1^2$'; title2 = '$g_2(w_1,w_2)=-w_2^2$'; title3 = '$g(w_1,w_2)=w_1^2-w_2^2$';\n",
    "section_4_2_helpers.triple_3dsum_plot(func1 = func1, func2 = func2,title1 = title1,title2=title2,title3=title3,fontsize = 18,color = 'lime')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "kCDnPnBaBi2a"
   },
   "source": [
    "If instead we choose \n",
    "\n",
    "\\begin{equation}\n",
    "g_1(w_1,w_2) = w_1^2  \\\\\n",
    "g_2(w_1,w_2) = w_2^2 \\\\\n",
    "\\end{equation}\n",
    "\n",
    "and plot them along with their sum\n",
    "\n",
    "$$g(w_1,w_2) = w_1^2 + w_2^2$$\n",
    "\n",
    "we see that the sum is convex along each coordinate axis, since each individual single input quadratic was convex."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 246
    },
    "id": "7HV8bzheBi2b",
    "outputId": "57e6cd8b-9ac3-47cf-bf02-dedaf6fbd57c"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x300 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot a single input quadratic in both two and three dimensions\n",
    "func1 = lambda w: w[0]**2 \n",
    "func2 = lambda w: w[1]**2\n",
    "\n",
    "# use custom plotter to show both functions\n",
    "title1 = '$g_1(w_1,w_2)=w_1^2$'; title2 = '$g_2(w_1,w_2)=-w_2^2$'; title3 = '$g(w_1,w_2)=w_1^2+w_2^2$';\n",
    "section_4_2_helpers.triple_3dsum_plot(func1 = func1, func2 = func2,title1 = title1,title2=title2,title3=title3,fontsize = 18,color = 'lime') "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "OKqJv42LBi2b"
   },
   "source": [
    "For fun in the next cell we animate a smooth transition between $g(w_1,w_2) = w_1^2 - w_2^2$ and $g(w_1,w_2) = w_1^2 + w_2^2$, that is, we gradually increase the coefficient on the $w_2^2$ from $-1$ to $+1$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 297
    },
    "id": "W7rNSiOdBi2b",
    "outputId": "640e7d6d-5653-4b89-d607-1215ee81b5e4"
   },
   "outputs": [
    {
     "data": {
      "image/png": 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iUXWUgqKCA72uVCrlxKsnCJgDm6avWuYsyCQyyhvLD/S+m3GancjlcjKNGW4O3yQUCh36PQVPptHRUca8Y9R21W46Qw54AlQVV1FQcLD/Hp4EQmAQ5CSRSDDjmqGo+mD2Fj6tur0aXbWOkRsjJJLrezbYjXa0NdpHUrXSvehGW6Ol7mgdtgIbt3pvCS1BP4esViv35+5T2lxKfsHGkvLZbJZkIEldVd2jH9wjIAQGQU7sdjuerIfSysM7xHPmS2dIBpKM3vm4BWdoOcSqe/WRLSOFPWEqmiqQSCTUn65nIjnB/b77wmb050goFOL24G2SxUnKKjZfNl0JrFAoKnwql5FACAyCHE3PT0M5G7IyDpK6TE3zqWaMfUaC/iAAllkLorSImo6aQ7vvA3aTHVJQ0bp2VkKRr6DqdBUDgQHGxvbfYEjw5IvFYvzV3/wV5piZmrat/+aC3iD6Qj1FRYczg37chMAg2JHH4+Htu2+TlqQP/V5dL3UhR07fR30A2Iw2SitK91STabeci07UGjVK1ccNgApLCik6UsSdxTuYTKZDH4Pg8clms/z9P/w9ffN9lDeWI5FItnxtxBehoarhYVmMp40QGAQ7crlcJPOSzA7PHvq95HI5x187jnfOy/TQNAFLYNctPPcik83gNXs3bQCkrdGSbchyY+IGbrf70McieDzm5uYY94yTEqfQVmi3fN1qaJWCTMFTd9r5kz63gUFYM85NKpViyjaFodNA2BHGNHX4T8313fVoDVruvXOPTCxDdefGVMGD5nV4Sa2kMDRv/o+9ur2aoC7I1f6rLC8vH/p4BI+Wy+Xi1ugtbCEblfWV27424AmgU+qeqqJ5n/a5DAzJZJK3336b+fn5xz2UJ57D4cCZctL1QhelulLG742TyR5+UD39xmncc26W/EuoNIff/MSx4EAsElNev3lK7IOT0XaVnWv3rxGJ7K9vteDJsbKyws3emzhwkI6m0ddvv6Ec9oZpqm56apeR4HMaGKRSKalsitHx0Z1f/DlnNBvJaDMo8hV0v9TNqmMV0+ThzxqURUqUhUrEEjF+j//Q7+cyuyitKN02JVYikdBwpoFZ8Sy37gtprE+DRCLBzXs3WcwuIiuQQRqqGrdeuoyEI+Qn85/qZST4nAYGkUhEqaaUldSKsGa8jWAwiDFopKxuLWXP0GigzFDGxN2JQ581WIwWSnWllGhK6Pmw51DvF4vFCNqDVDZvv4QAa1lZ9efqGU2McrfnLun04W/ICw5HJpPhXs89JkOT1B+tx2lzUlSyfVn3gHttGUmr3XoP4mnwuQwMAMeOHSOZSXL3/t3HPZQnltlsZjlvGY1O8/Brx145RtgVZm507lDvbZu3UVhcyPPffZ7AYuBQN74dCw6yiSyVbTsHBoC8gjyqzlTRH+qnp69H2K/6DMpmswwODdLv6KeqqwqJXILf5sdQu/1MYMW7QmNl41PVe2EzT/dPt42ioiKKZEW4Yi5cLtfjHs4TJ5lMMmWfQl2rXreWqq3WUl5dzuS9yZwb7OxWKp3CM++hur2aytZKKhsrGb05umNp7r1yLDgoUBWgLlHn/B6VRoX+lJ4eXw+DQ4NC97fPmOnpae4a71LaVopKo8JtdZOKpahq2noZKboaJS+RR2Vlbg8Qn2Wf28AA0NXexWpqlZHxEeEf9qdYLBacWSfamo1T5uOvHCfijTAzNHMo97bOWUmtpqjrqgPg9JdPI4qJ6L3aeyj3cy+4d9xw3EyRtoiS4yXcdtxmZGTkEEYmOAxms5mb4zfJr8+nVL+WWWRbtKGQK9Y14fk0v8uPTql76novbOZzHRiqqqoolhdjXDLidDof93CeGNlslumFacR68aYnnUsrSqlsrGTq3tSGukYHwTJnQVWoeth7QalScvTSUezjdixGy4Hey+fyEQvG9twZrsRQgrpbzU3LTcbHd+5EJ3i8HA4HV/uvktKl0Nd+/DDgMrsor9y+SKPb7H7qWnhu5en/CbdRUFBAY3kj3riXsckxYdbwax6PB3PEvGXqJsCJV06QCqWY7Js80Hun0incRjeVreun6y2nWygrL6P/cj+J+MEFI6vRigTJlucXcqGt1lLQVcB103UmJw/29yE4OF6vl6u9VwkVhahu/fhsTCgYYtW/SkXD1g8Hs5Oz2Kft5OdvLKj3NPpcBwaAupo61FI1M94ZbDbb4x7OE2F2fpZoURRV8dbnB9RlamraapjtnT3QVpj2eTupSIq6o3Ubvnf+a+dJBpIM3Ni+29tuuMwuyirL9l25VVerQ9Gp4JrxmhAcnkB+v5+P7n6ER+Gh/kj9un0zy7wFUVa05f5CKpVi6M4QFQUVdHR0PKohP1af+8BQUVGBLl+HL+FjZHLkc59hEgqFmPHNUNawczOeYy8fI7OaYezewRWYM8+YKVAVUFqx8VSpukxNx8UOFgYWcFr2v/S3mzTVXOjr9cg75Vw1XmViYuJArinYv2AwyEe3P8IutdNwdONSkH3RTklZyZb1uMb6xxCHxZw7ce5zsYwEQmBALpfTWtWKTCLDGDCyuLj4uIf0WM3Pz+NX+Ck27NxbWalW0nSsifn+ecIr4X3f+8Ey0na1kTqf60Sj0XD//fv73t+wGW1kE1mqOw6u5Ia+Xk/ekTyuzF9hZERIanjclpeX+ej2R1hEFpqONW0ojJdIJgjYA1TUb76MFAqGmOqbora8lhMnTjyKIT8RPveBAaC2tpYSWQlRWZShySFSqcNJw3zSxeNxJuwTFNUX5fxk1P1SN5K0hKFbQ/u+/4NspIbjDVu+RiwWc/4b54l74wzd2N897SY7herCAy+5UV5XjqpbxXXLde7dvyccgntMlpeXuXzrMuasmcbjjUikG6ul2hfsZBKZTVt3AvRc70GSltBR30FZ2cG2tH2SCYEB0Gq1VBdVI8+TYw6ZP7c1lBYWFnCJXehqc0/Hk+fJaT/fjm3Utu/SFYuzi6iKPs5G2kqxvpiOCx3M98/veUkpk83gWfBgaDqc0gbaGi2KVgX/15X/i7ffeVsIDo9YIBDgw1sfPgwKUtnme0h2s52CggI0ZZoN3zPNmPAueKmsrORIy5HPzTISCIEBWCuR0VLXQnYli0wnY3hmmHg8/riH9UilUinGFsbIr87f8h/RVtoutKGQKhi8Mbjn+yeSCVxzLqrbc1vWOfLCETRFe19SclvdJMNJqtoPr6R3NBZlNb3KeGycW3eF2kqPis/n44ObH7DIIk0nmrb8e85kMrgX3evSVh9IxBMM3RpCVaCirrzuc3Go7ZOEwPBrNTU1lEpLUeQrsEVtzM4efu+BJ4nFYsGaslLesH0u92akUindL3bjmfVgX7Tv7f4zFjKRDI3HG3N6vVgs5sK3LpDwJRi4tvssJdu8DZlEtqvZ0W45Fh0UFhbScKmBvpU+rt0WqrIeNpfLxfu338cus9N0omnT5aMHPE4P8ZX4ptlIfbf7SIaTNHQ2UK2pprh45z23p4kQGH5NqVTSVtVGyBNCVaViaHaI1dXVxz2sRyKTyTBuHEdSKUGRr9jTNZpONFFUVMTgtcE9FbxbnFmkqLQIdVnuZSk0Og2dz3ayMLCA1WTd1f2cJifldeWHujzgNXvX9hs0KuqeqWMkPcL7N98nEAgc2j0/z+7fv8//9p//N3xKH03HN240f5ptwYZMLMNQt3450WV3YRm30H6yHVlKRmNt41NdYnszQmD4hPq6evJj+RRqCnFn3ExMfj5SDm02GwuxhX2vt594/QRhWxjTxO7KcsdiMbwmLzWdu+/r3PFMB6VlpfS+35vzeYpQIETYEz7UznB+j5/4cvzhieq8gjyanmnCpDTxzp13hDMzByibzTI9Pc07999hcWWRhu7cTic7Fhxoq7TrXptKpei91otapaaqoYoiSRFVVYffQfBJIwSGTygvL6e2uBav3UtZfRmj5lH8/sPvBfA4ZbNZxmbHyOgz5Kv2d6rT0GhAW6Vl9Obortb9zVNmsvEsjSdyW0b6JLFYzPlvnScdSnP3/dwq5S7OLiJOi6lqO7x/8HazHXFGTHnjx0tzMrmM5vPNLBmWeGfgHSYnJ4V01n1Kp9P0D/Tz4eiHLIQWqGmpyenpPhQMEfaFqWle/zAy0jvCqmeVs6+dJeAOUFdWR2Fh4WEN/4klBIZPEIlEtDW2kV5KU1RaRFAafOqb+dhsNuYj83uuFfRpp75wikQgwURP7rOthakFSgwlKNXKPd1TXaLmxCsncE24mB3beW/IYXJQXF685YGmg+BY+PU95OvvIRaLaTjWgLhDzIfGD7lz746wKb1HsViMm7dvctN8k6whSzqWxlCf26x30biIOCNet7/gc/uYHZilpbsFTZmGbChLY93uH1aeBkJg+JSamhr0+Xq8di+GZgMTzgkcDsfjHtahyGazjM+Oky5P7/lD+dM0Og31nfXM9c7lVCY7tBzCb/FTf7R+X/dtOtVEZWMlwx8NEwqEtnxdLBbDb/Ef6mwhkUwQsAaoaNo62Oob9GjParm3fI8Prn/w1M9MD9rS0hLvX3ufPn8flScrWV1dRZQVUdGY2wOOzWSj1FD68OEglUpx78o9ChQFHH32KH63n1JF6ecuG+kBITB8ilwup7O+kxXnCiqNinhhnMGxwaeyVMbk5CSD7kEqWg9mtvDA0VeOQhwGbu6cLTQ/No8kI3lYYns/zn/9PNKslNtv396yV8RhnHb+NNeii2wsu+MsTF2mpuG5BmbyZnjrzlvMzc0JS0s5mJ+f5+2bb2MUGWk620SBugDHooMSbcmGGdpmIpEIQWeQ6qaP/wZGe0cJu8KcffUsUqmUgCtAc0UzCsXekjE+64TAsImGhgakISnWWStVzVXM+eeeukNvmUyGq7euMr44DvurH7dBnjKPzmc6sY5Y8Tq9277WMm1BX6c/kGUdeZ6cC9+4wPLiMsO3hje/n9GCWqPeVVOe3XKanSjyFJvWe/o0eZ6clgstRBoivDv5Lrfu3iIajR7a2D7LEokE93vu8+7gu6zqV2k51YJMIVuboTm2LmvxaRajhWwy+3B/wef2MTMwQ3NXM+XV5URXo8ijcupq6w7xp3myCYFhE4WFhSQDSfov96PIVyDXyxmcGjzQKqKPm8ViIV4WRxQX7Wo/IFftF9opUBbQf6V/y9e47W7CnjANx7YugbFb+no9befamLs3tyGFNZVO4TP5qGg+2BnSp7kWXOhqcj8fIRKJqGqroux8GfdX7vP29bexWneXfvu083q9vH/1fW7ZblF0pIjqluqHm8wui4tMIrNt97VPsplsaEo1KNVKUqkUdz68Q0FeAceeOwaAz+HDUGhAr99986anhRAYtvDKy69QkClg6PoQFQ0VWKNWpqamHvewDkQqlWJ4ZhhpnZSmE03MD80f+MErsVjMiVdOEDAHMI4bN32NacJEnizvwE8fH710lFJdKb3v9q7b53AsOEhFUntKi81VKBBi1bu6p+CjLlXT/EIzDq2Dtwbf4u79u5/72UMqlWJ0dJQ3b77JnGiOhnMNFOvWHzazm+0oFcoNX99MIp7AZ/VR1bD2Nzdwd4CIL8KFL1xAKpWSzWZZ9azSVtf2uSqB8Wmf3598B8eOHaO2rBbThAmxRIymTsPQ/BDBYPBxD23fTCYTpoSJqrYqOp/vRBwTM3b/4EpnP1DdXo2uSsfIjZEN6aupdArbjI2qtqoD/wcoFot55h89QzaS5dbbtx4euLPMWcjPy6es6vCKoVlNVkRp0Z43t6UyKQ3HG1CdVnE7eJs3r76JyWT6XO49eDwe3r/yPh/OfggN0HyyedMlR5c59xmaZcFCJp6hrqMOu8WOachE+4l2ygxrfxPLS8uoRWqqqw9vD+qzQAgM23j50suoMioGrw+iq9KxJF5ieHT4M/2PNB6PMzA3gKJOgSJfgVKlpPF4I+Yh84GUzv60M186QzKQZPTO+rRfy6yF5HKSplNNB35PWCsJfv5r5/HP+xm6NUQmm8FtdG+bKXQQnCYnGq1m33smxeXFNL/QjLfSy1tjb/HRjY9wu90HNMonWywWo6+/j1/c/AUzzFB3to7ymvJNzycElgJEg9Ftu699ktVoRV2kRp4vp+ejHjQaDd0Xuh9+32f30aBtQKPRHNSP85kkBIZtnDhxgjpdHQvjC6TTaSpaKphwTHymT61OTU1hw7ZuqaPzuU5ECdGhzBrUZWqajjdh7DMS9Acfft00YUJdos5pg3avKlsraTvbxuydWYZuDxEPxak5cnjLSKl0Cp/Fd2AVW6UyKXVddZQ/W87N4E3+4v/7F1y/fp1w+OAD+JMgnU4zNzfHLz78Bdct15G3ymk51YJCuXVmkM1kyzlNNZVO4bV4qWys5O7Vu6TCKS6+cfHhjDUZT5INZWmqP5yHlc8SITDs4JWXXqGAAgavDaIuUZPUJBkYGyCZTD7uoe3a8vIyg4uDaFo16ypO5inzaD7ZzOLIIqHlrc8A7FX3y93IkT/ciA6vhPHOe2k8dviHh45eOkpZeRm97/WSSWa27WO9X85FJ5loJucKsbkqKCpAViJjSbTE/dX7/P2Vv2d4ePip2X/IZrOMjIzw9gdv8/bw2/hL/TRdaKKsYuclP7vZTpmuLKc0Veu8lVQ0RTKTxDXj4sRzJ1BrPs5O8zl96PJ0n8sSGJ8mBIYdHD9+nEZdI+ZJM8lkkuqWaozLxs9k9dXhsWGWVEuU1238cOx8thNJUsLInZEDv69cLufYy8fwzHpYnF3EOGZElBJRf3x/h9pyIRaLefZ7z+KcdOIJePZU4C9XtnkbeXl5hzILci240FXraL/UTqI1wWX7ZX7+0c8ZHh7+zBZ7zGQyWK1W/uZnf8O//+m/ZyQyQtXZKmraanIq/Z6IJwg6gzmfdn7Q29k0aaK6oZqmrvUzg6AzSHttOzKZbE8/z9NECAw5+OLrX6RIXETvB73I8+QU1hTSP91PKHTwT9eHxWazMb40TsWRik3XauV5ctrOtWEbs61b8jkoDccaKNWVMnBlANOwCX2jnjxl3oHfZzMrwRXqjtShyddw973c6inthWthd02OcpWIJwg61j4AxWIx+gY9zS82E22Kctlxmb+7/Hf09Pbg8/kO/N6HIZlMMj8/z7uX3+UXPb/gvv8+4UyYzvOd5BXk/jdhM9vIxDPUtOy8PJhKp3DOOwlHw+RJ8jj72tl13w/5QxRmCqmrq9vtj/NUEgJDDjo6OmjSN+E0OolH4+hr9XjwMDSy/3aWj0IymaR3vJdkRXLbstbtz7QjR87gzb033NnO2a+cZXlxGfu8neZTzYdyj80szi6iKlBx/mvnsY3YGO8bP/B7BHwBYr7YoZTasC/YycazVLZ8XJ5BIpVgaDTQ8lILHIGbyzf52e2f8cHVD5ifn38iG00FAgGGh4f5+fs/582RN5lXzlN+rhxxnphi3e5rV9kWbKhUKtSlOx9WtC/Y8bv8KMQKnv3KsxuWnrw2L/Vl9ZSWHt6e12fJAZ95fXp97atfw/wfzdz85U1e+d4rVLRW8N577yEVS7l48eLjHt62JiYmWEgvUNdRt+3rpFIpnc92Mnh9EO9ZL1qD9kDHodFpSEvT+Bf9KDUHU5spF9YZK/oGPe3n2gm5Q4xdHaO4rJjK+oOrg2M1WiHDgRUj/CTnohNlgRKNTrPhe2KxGG2NFm2NlpAvxJRlionxCUonSmnSNlFdWY1er89pDf4whEIhnE4nJqsJS8hCSBqisLKQuuo6ZArZww37tiNtu7puJpPBbXbnfDr5xpUbxFfiXPryJUrL13/4J+NJsstZWs617GoMTzMhMOSorq6O5spm+sx9hAIh1CVq3Gk3125d4/Tp04/tH95OfD4f/Yv9aLpyS6FsOdvCTM8MgzcHee07rx3oWCKRCPkF+VRXVtNzuYfXv//6gV5/Mz6Xj5gvRs2FteWG018+zbJ3mbu/ussrP3gFTYnmQO7jWHBQZshtE3S33Atuymt23jRXl6lRl6lJJVP4HX7uO+7TO9hLMcXUldZh0BkoKyujuLj40A5vJRIJ/H4/Xq+XRecizrCTZdEysjIZpUdLMZQa1i1luq1uMvEMVc27m2l5nJ611qw5vM/tdDPdM01NWQ2tx1s3fN/r8KLL033uzy58khAYduG73/0u5v/FzM1f3OSN33mDpo4mjHeM9PT08Oyzzz7u4W2QSqXoGe4hWBKkpSa3pyGxWEzXC13ce+8e9gX7gT5VG0eNiNNinvvuc/S+38vs6FqJ48O0OLOIVCx9uMQjFot57vvP8d5/eI8b/3CD137zNfLy9rfXEYvFCFgDdJ/v3vnFuxRcChL1R6k4n/tMRCqToqvVoavVkYwnCbqDDHmHGJgbIH8qn2QwiUqk4vTx06jValQqFQUFBeTl5eXcqSyTyRCJRHC73WSzWUKhEC6/C3fIzUpmhbgiTl5pHpoGDbpS3ZaByGa2oZApcspAWvc+kw2ZVEZ57fYBMxaL8f7fvY9WpeUb/+QbG76fzWYJOUOcaTkjbDp/ghAYdqG0tJS2+jZuTt/EaXbS1NHExN0Jbo/cpqOj44lbn5yYmGAqOkXtmdpdtSZsONbA1N0phm8NH1hgyGQzzI/OY2gw0HSqCeuslZFrI1Q1VqEsOLxlJduMDW2tFql0fXruC99/gY/+y0fcePMGr/yjVxCL9v4EbTPZyMYPp2KrzWRDnBHv+WCeTCF7uNSUzWaJrkR576/fQxKVENAHEJvEKDIKFCIFCrGCAnkBSoWSPHkeMons4e8lnUmTTCeJJqKsxlaJJCMEI0EmJieoaa0hT5eHolCBqkJFRUlFzi1i3YtutFW7X7J0mBxoK7XbznwymQy33rvFqncVQ7UBXdXGxICgN4hGpKGh4eDqdT0NhM3nXfr+97+PXqmn53IPeXl5lNWUMeeYo3+o/4kqze12u+kx91DcWbyrTI8Hjr1yjGXLMsbJzesc7ZZ9wU7UF6X17NpU/uwbZ2EV+q9uXWRvv3wuHxFvZNOS3sX6Yi584wL+OX/Ond+2YjPaKCwqPJSKrc4FJ8XaYiRyyb43lEUiEVKFlEQ4QfOpZlqfbaXx5UZ0z+pQHFeQaE3gqfBgLDQyIhmhN9PLveQ97iXv0ZftY0w2xkLRAv5qP+mONA6Zg3A2TOcXO2k910pdZx1llWU5B4XQ8q/rSuV4avnh+4Ihwksbu6992uDdQTxGD/mqfFpPbFxCAjBNmagvq6eoqGhXY3jaCTOGXcrPz+eFcy/w11f/mon7E9S31NNr6mXIMkTdXB2trZv/AT5KsViMO0N3COvCNNfuLfunsrkSrUHL+O1x6lrrkEr296cyMzRDgaoAQ+NazrlSraTrhS4Grw1i7bBS3XjwT9vmaTNSkXTLTKHK1kqOv3ycwSuDDBcNc+zCsV3fI5PN4Fnw0NB08E+ciWQCv9VP+9F2xsfGWVld4fy580jE2ze5347dbCebyFLZtDYTFIvF5BXk7enhof9WP9qq9bOxXY1lwQ4pdr2/sDi3sfvapxknjcz1zVFcXkzQHaS+feOZGeOMEceEg6JWISh8mjBj2INXXnmF2sJarr93HalUijRfisVloW+ij5WVlcc6tkwmw0///qcMBAeoO1a3r2udeP0EUU+U6cHpfV0ntBzCa/TScmr9fkLb+TaKS4vpv9x/KO0tbdM2yhvKt/3gajvfRsuJFiZvTG5ZBXY7TouT9Eqa6s6DD2wus4tMNIOyXIndZ2cpvIR/aX+d3pxmJ/l5+ZtmOO1GIp4gaA9S2bD3pUa72U5RadGuz7PYTDZKdaVbJlO4nW76r/RTUV2BXC1HXaRGU6ZZ95pUKsXQ7SEqCys5efLkXn+Ep5YQGPZAKpXyrS9/i1gwxoc/+RBtjZZYJIYz7aR/sP+xFtmbmppixD2C2W5GJM59X2EzpRWlVLVUMXVval+9KGaHZpFkJDSe3FgC4/zXzxPzxhi6ebBnQrwOL6u+Veq7dz5dfeqLp6hqrGLgvYENPRx2YpuzIZPJ0FYfbGovrD1Ry+QyfGEfSUkS5GCz769Ol3vRveOGbU5j+9TMY7ce1pWq211dqQfd17aaLYRCIW69fQu1Us2pV07hXfRS21q74XVj/WPIIjKev/D857q89laE38geHT9+nON1x3Evu4ksRYjFY8hUMsbsY5hMpscyJpvNxu252xjOGMiGs8wMz+z7msdfOU56Jc3Yvb0V2EskEyyMLlDbWbvpE55Gp6H9fDumPhNu28FVDzVNmpBL5FS25vbBdeGbFygpK+Hem/d27Dr3SU6TE32D/lA+XNxmN2KlGGfAibZcS1FxEc4lJ8vLy3u6XnApSHQp+nA5bz/sZjv5yvxtD0xux2lxkollqG7d3UzLOm9da83asvF9iXiC67+6jjgu5oVvvIDVZCUbz1Lfsf7hILwSZnpwmiZ9E+fPn9/T+J92QmDYh3/23/wzClIFTC1MkcgkcC46kegk9Iz2PPL6NUtLS1wfuk68Kk7rmVYqGiqY7pne0Adht1QaFc0nmpkfmN9TgT3TuIlEKEHr+a33Xrpf7EalUtHzfg+p1Oa9mncjk8lgn7FjaDLk/IEtlUp5/vvPo8pXcf1n1wn4Aju+x+/xE/VFqek4+IqtwaUgAUeAqDxKQUkBUpkUZYGSWCaG0+nc0zVtJhvirJjK5v1nmnnMHvQ1e+9w5lhwIJfJd52map23oinRoNKo1n09lU5x7Z1rxHwxnv/68yjVSsxzZkq1paiK1r+290YvipSCFy+8+Lnt6bwTITDsQ2NjI892PEs4HGYluYJpwoSuRoc9aX+kS0orKytc67mGu8hN7ZG1afPRF4+SCCSYGdz/rKHrhS6kaSmD13dfKmN2cBZdlW7bNW2xWMz5r50n4oowfHt47wP9NbfVTSwQo/7o7or0yfPkvPCDF1Cg4OpPr+4YCBfnFpEgOZTTzouzi/i9fuQVcoo0H2+OFmoKsbqse6qs6lxwoinbf68Iv8dPPBjfV4BxLDjQ1+4usCSSa93XNstiunv5LgFzgItfvEipvpTwShi/zb/htL9l3oJz3smRxiN0dnbuefxPOyEw7NMf/tM/pEJUgSviwuF1MDs0S0VbBSPWERYWFg79/qurq1y5e4UF+QINJxsePiFrdBoqmyqZ6Z3Z96xBnifnyLNHcEw4cFldOb/ParISdofpuNCx42vLqspoOdXC3P25fS8pLUwtIJfL97RkolQpeemHLyGOibn6d1e3bV5kn7dTVlW256yc7UwOTZKUJTHUrj8pXKgpZCW+gsuV+/8HWNtsXbIu5dS3YCc2kw1RRoS+YW8zhqA/SDQQ3fXGtX3BTiaWoa69bt3X+271YR23cuqFU1Q2rl3TOGVElBGty0ZKJBMM3BqgUFHIxeMXKSws3NP4Pw+EwLBPOp2OS6cuoYgoWFGtcOvyLWRyGRKdhHvD9w61qUo4HObKnSvMimZpPNu4oVTxsRePkQqlmOyb3Pe9Ws62oFKpdjVrmO6fRlWoynmdv/tSN6qC/S0ppVIp7DN2attr97zur9KouPTDS6SX01z5yZV1faMfCK+ECdlDh7KMtORbWpt9tug2lNgQi8Qoi5SY7eZdZXI5F9fW9D9ZiG+vnItOSvWley7/YTVZEWVEux6LxWhBpVKh0Woefm20b5S5vjm6z3bTdPTjMtqWWQv6Sv262dHI/RGigShdTV00Nz26Io6fRUJgOAA//vGPqVfUk0wlcYld3L1ylxJ9CY60g76BvkM5+BYMBvnw1ofMiGZoOt+ETLHxOL+6TE1Naw2zvbPEonvPKoK15Z6Tr54kuBjMKa3T7/HjnffSdj734mhSqZQL37jAqmuVgesDexqnfd5OKpSi/tj+ej2oy9Rc+u1LJJeTfPR3H20IDouzi4hSIqraD7aaajqT5v7t+8SiMWqPbsymASgqLiK4GtxVq0+H2UGeIo9Sw/5O5yfiCQK2QM49EDZjX7BTVr67ulKpdAqP2fNwRgAwPTrN+O1xWo600HWh6+HXvW4vYV+Y+s6P/wZ8Hh/GYSNlZWV0N3Q/cVUKnjRCYDgA+fn5fPnSlymOF5NVZxlzjzEyMEKRoYgR+whG48GcHn7A4XDw3u33MOWZaDzfuGlQeKD7xW7S4TQTfRP7vm9layW6Kh0jN0d2XJ4a6xkjT55Hw/HdHfwqrSil/Vw7873zOBd3v8lqmjShLFRSVrW7Tc3NaHQaXv7hyyQDSS7/5PK64GCdtVKiLznwnhI2q43piWlKdCUUlm2+1CGRSFCoFCzaFnOeWTlMDnQ1++8VYTfbScfTVLXsLSDGYjECtsCul7Sci06SkSS1bWvB0jhpZPDqILWNtZy6dGrda01TJhRSxcM+DZlMhp6rPUiR0lLTQlvr7iq5fh4JgeGAfP/736dV1UrcEyelSuGSuZicnmQ5s8y90XsEAjtnuewkk8kwPj7O271v49a6aTrXhEy+feEvlUZFQ1cD8wPzRCIbl0R269QXTpHwJ7ZNXw0th3BMOmg+1byn9ffuF7vRFGu4/959EvHcl0sS8QTuuY834A+CRqfh0g8vkQwm+fBvPiS8EiYSiRCwBA58GSkUCjE9P00imEBbu/25CE2pBl/Ih8fj2fG6waUgUV/0QLKR7CY7SqVy3XLObtjmf11XapN00+0szi2izFdSVlGGcdpI3+U+qqqrOP+F9emmqXQKy6yFqoaqh0uJ4wPjLDuXqayrpNXQSnn54bV3fVoIgeGAiMVifuM7v4E2rmXJtoSoSERMH+Puvbu8deUtbty5sa9UzKWlJf79f/z3/G3v3yJqF9F4vBGJJLfSCF0vdEEExu7u7SzCJ2l0GpqONTHXO7dl1s5U3xSSrITWc3srDyIWi3nmW8+QWEpw/8P7Ob/PNGkiE8vQdPJgm7k/mDlkQhku/81lJvsmycazBxqAUqkUM7MzeHweJBkJpY3bL3VIpVIkSglmq5l0Or3ta63z1gNLU3Wb3VTU7X0D27Zgo1C9u7pSmUwG54KTyvrKtaDwQR8VlRU885VnNuwjWU1WkuEkjd1rhymD/iBTfVMYqg1UFFXQ2da5q4KSn1dCYDhAL7/8Msf1x0l4E1jnrGibtYh1YnwFPn5y/Se89dZbuy79sLy8TE9vD/9w8x+YXJ3E7DZTUlGyq2soVUqaTjRhGjLt6SzCpx29dBRZRkb/lY0F8CLhCOYRM43HG/eVFqkuU3P0xaPYRmyYJnM7MLgwsUCpvnRDjvtB0Og0vPy7L0MEbr11C4lCglJ9cFVhzWYztqW1p2mJSEJxdfGO7ykpK8G77N1x1uAwO/bUIe3TfG4fsVBsz5VeU+kUXrN310XznBYnyXCSjCTzMCg8+9VnN00umJ+eR61WU2YoI5PJcO/qPWQiGYZqA026JioqDj61+GkkBIYD9uN//GPKE+VYJi0EfUHaXmkjk8zgLfTy14N/zX/6yX9icHAQl8tFMpnc9Bqrq6ssLCxw/dZ1fnb1Z9zw3UB6RMqz330W4jDRv/v9giPPHUGaljJ8a3h/PyBr6atdL3ThmnatFUL7hMn+SUQJEe3PtO/7Pm3n2yivLqf/g37Coe2zu0KBEAFLYN+bzttRl6h58QcvsmJZwePy4LTs7aDZpy0tLTG3OEdhaSEhZ4giQ1FOGVUymQxxnhizxUw6s/msIRFP4Lf4d/1hvBnrvBUp0j2fnHZb3SQjSWradrcEt2hcJLYawzRmorKqcsugEAlH8Jq9D9NZJ4cn8Vv9dJ3rQhFX0NXeJcwWciRUVz1gnZ2dXGy5yD8Y/4Hp/mnOvX6Osvoygv4gBWcLGPINEVgMoDapKZQUUqwsJhlNshJaobK6ksBqgFAyxAorUAKl3aW06dse/kHXttVi7DfSfqKdvPzcNz7leXLaz7Uzdn8M/xk/JbrdzTo+reV0C8ZBI/1X+in/UTlSiZRYLIZpyER9dz1K1cE8TZ//xnne/d/f5fbbt3n1u69u+YFpHDcizUqpO1p3IPfdis/to6GzgQJ1Add/ep2zXzpLQ/veK6vG43GmZqdISBLkS/KJeqNUX8h9/b1EW4LH6sHj9mAwbPzAtpvXcv+r2/Zf5M+54KSsYu/nNmwmG3KZfFf9FzKZDGM9Y2QjWdq62zj3+rmt/wamjIhSIpq6mwj6g4zfH6euqQ4y0KxrprLy4JpOPe2EGcMh+JM//hP0KT0LowtEV6PUn60nvZwmuZIkpU0hKhehO68j25rFUeJgYGWAy6bL3I/eJ1gbJO94Hg2XGmg+3UyJoWTdU07Xc12kwikm+3d/NqHtfBsKqYKhWwdTsO7Ml84QcUUenpMYvz9OJpqh87mDO1GqVCk5/5Xz+I1+Ru6ObPqaTCbD4vgi+sbD721snjFTXFbMl//oy+gr9dz/5X1G743u6VrZbJa5uTncITc6gw6v2YsoLULbkPsH54NZw4JlYdO9BrvJvpb7v89qqpFwhKA9SFXj3tNzHSbHrvYnMpkMb/30LRZGF6hrqePCFy9sO5NamFqgvLIceZ6ce1fuIRfJ6TjVgXxVTndHtzBb2AUhMBwCvV7PVy5+BfGSmIErAyhLlJQ2luKcdFKkK8LkM+EL+CirLKOqpYozXzyDQqYgEFxL49PoNEikm28sqzQqGjoaMA4Yd302QSqV0v1cN57pg1kGKasqo66zjul70/jcvo9nCwe49g5rabItJ1uYvj29aQqr0+IkuhSl+dThHlpKxBP4TD6qO6rXait993lajrUwfnWcW+/c2nVygd1uZ94xT5mhDIlEgs/qQ1WqQpq3uyfyEu3aXsOnzzVkMhncJjf6+r3XNHrAarJCkl0XvXvA5/ERDURzfn8qneL6u9exj9lprG/k9d/cvj+40+Yk4o/Q1N3EaP8oAVuA86+dx2vz0qJvEfYWdkkIDIfkn/yTf4IuqWP6/jTR1SiN5xvJrGTwGD3kafOYXpwmEFxLYZVKpXSc6cA168Ln9u147a7nu8hGsoz3ju96XA3HG1CpVQzdOJhZw/FXjyNOiHn7L98mE83Q9WLXzm/agxOvn6CoqIh779zbEBCNo0aU+coDqRq6HcucZa0kw687wonFYk598RQnXzmJfdjO5Z9e3vSU9GZCoRBTxikUhQrylfkkYglW7auU1e/+/IVMJkOSL8G0aFoXnLwuL4nlBFWt+z+EZzfZ0ZRo9hz0LUbL2v5Ew87/jyKRCJd/fhn3lJt8ZT7dF3fupT03MUeeIo+8wjxm+mdo7GikoLCA/Fg+3Z3CbGG3hMBwSFQqFb/37d9DGVFy681b5KnzKG8uxzHmoEBdQFQRZXJu8mG7xqYTTSjlyi2XSz5JqVbS0NWAsd+Y8wfRA2KxmBMvnyBoCWKa2n958DxlHs1nmjH2GimqKDqwvYVPE4vFPPOPniEVTHH77dsPvx6LxnDNuqjtOrjU0a2YZ8yoi9UbSk23nm3l+e89z6ptlff/6n3c9u1PJCcSCSanJ1lNr1JctpZ9tGRdIpPIoGve2yG0Em0J3pAXh8Px8GvWOSsSsSSnD+PtpFIpfIu+fQVem9GGrkq34/6Ez+3jg7/9gFXXKq1nWlHIFDR0br+HE4vFcM47qW6u5t5H98iX53PyhZM45h10VHag1+9/xvR5IwSGQ/T973+fprwmfEYffref2nO1EIXFwUV0NTpccRfTs9OkM+m1WcO5DtyzbtyOnUsddD3fhSQpYeTezoHk0ypbKtGWaxm5NXIgZa5X46tolBpWVldIpfd/va2oS9Sc+fIZPFOeh+v68+PzZCIZmk8/mmWkrQ61GRoNvP7j11FkFVz722tMDU5t+rpsNsuccQ57wI6uUvfwSda76EVZpCRPvbeT1FKpFEWhApPF9PBhw2FyoKvS7btXhMPsIB1J7zqb6IFQIETYE97xtLRpxsSVn15BkpTw6m+8SjgcJj8/H23l9nsuxkkjmViG0GqIiC/CxS9eZNm3TFG6iK4jhzODfdoJgeEQyeVy/vB3/hBlSMm9t+4hy5ehb9fjmnSRjCTR1eow+oyMjq59yDUdb6Igr4DRuztvZuYp82g63sTiyCKh4O7PJpx47QQxT4ypgc0/wHIVXAqyOLLI+S+fJxPMMHJn94FqN+qO1NF8vJmJGxM4F50sjC9QVlV2KGcXPskyZyETzWyb9aTSqHjtx69R3VjN0PtDXH/z+oaT2zabDaPNSKm+9OHTczqdZtm6TFnt/sp4lJSW4F/1YzKZCAVDrLpXt+x3vRs2k438vPw911lanF9ElBFR07p5YEmlU/Rc76Hn7R60Oi2v//B1lGol7gU3NU07ByPTpAnE4Jp3ceTMEYq1xXgWPBxtOCrURNojITAcsi996UscKT7CsnUZ06SJ2tO1kICFoQUU+QrEajH3Ru9hnDciFovpvNiJd96b0+Zw58VOJClJTstPn1ZaUUpVcxXT96b3VWBv8OYgComC0189TdPxJow9xpya3OzHyS+eRKPR8NHffETAGjj02QKAecqMpkyz44ldqVTKxW9c5MzrZ/BMenjnv7yDy7ZWIjsQCDA1P4VCrUBZ8PGSm8/qIxPd+zLSA2KJmNBKiNs9t5kdm4UMe65p9EAmk8E579xX0Tyb0UaZvmzTA3ah5RCXf34ZU5+JI6eP8NK3XkIul6+dYI4kaTiy/TKS0+Zk2b1MPBFHq9Ny5OwR7At2ymXldHYI/Rb2SggMh0wsFvMHv/cHlERLGLs+RjKVpOpIFd4JL+FAmPKqciJEGJ4aZiW8QkNXAyqliuE7wzteW54np+1MG7ZxGwHv7j+MT756kvRqes9P+U6LE9e0iyPPH0Eul3Ps1WPIJXLuvX+PTPbgK8o+IBaLef57z+OedWMxWqhsO9z89Fgshs/so7o994ycppNNvPp7r6JAwbW/uca9y/cYHR8lSpSSsvVnSHyLPhRKBSrt/mY9q+FVfB4fGVmG0f5RSnT7L/LndXmJh+J7DjDhlTABe2DT2YJxysgHf/0BUXeUF77+Al0XP172WZhZQKVSUazb/gT49Mg0IX8IlULFxS9eJOAP0H+1n4qiClSqw51FPs2EwPAIPPfcc5ypPkPcFWeid4LqU9VIRBIW+heQSqQU64qxLlkZnx4nmUrS/Vw3gcVATo3p2y+0oxArGLq9+ywjpVpJ66lWFoYWCC4Fd/XeTCZD/9V+1EXqh7WJpFIpZ754huBCkNnh2V2PZzekCinFFcVoCjX0X91YmuMgmafMZKKZXZ+q1ug0vPr7r9LU3cTlv77MtV9cI0+6/oM6k8kQsAQord7/ksfM2AyyPBk1DTVYZ62oy/fWj/mTrHNWpKK9n3ZenFtElBRR2/5xckAsFuPGuzfoe6ePkpISvvijL66bkSQSCTwLnofVUbcSCUeYHZ5FJpJx/vXzKFVKbn14i3JpOWfOnNnTeAVrhMDwiPz4H/+YykwlC0MLuCwuqk9U45/zs+xepryqnHQ6jdFjZGp6iuq2ajTFGoZvD+/Yy0EqlXLk2SO4pl0Plyx2o/O5TuTId93/YHZklhX7CidfP7luc7OytZKq5ipGb4xu2/1sv+bG5lDmKTn7pbOY+8zMjOy/helWzNNmSvQle9rHkEgkFDYUouxSEl2KMvrWKHM9c6SSa5v0AUeAdDiNtjn3Q22bsVvsrKys0NTWRGI5QSaZIaFI7Fhgbyf73cC2zlspLS99OHNZmF3gnf/7HTzTHk6+cJJL3760YVazMLNAJp6hqXv7YojXL19nxbtC97luKusrmZ2aRbQs4lT3KYqKirZ9r2B7QmB4RLq7uznXfA5xUMzMwAylzaUo5Arme+cp1ZYizhOTzCRZCCxgnDfS/Xw3K/YVTNM7p5Q2HW9CpVIxdHP3swa5XE738924p90b6h5tJRaNMXZrjIqGik2fJM98+QzimJieD3t2PZ5czY/No63RcuqLp6hqqWLww8FdtR3NVXgljH/RT92Ruj293263M7s4S3lLOaWnStE2anEOOun9+17cJjeeRQ8ymQxNpWbPY4zH4yzMLVBSXoK2XIvP6qPEUII/6cduz+3/6WaCS0HC3vCWm8Y7iUQiBKwBqluqCS2HuPLLK9z71T3UBWq+8MMv0HK8ZdP3mWfMFJcWoyraOhAvLy9z54M7yLIyzrx8hmQyydj9MeqK6vj617++p/EKPiYEhkfoj/7oj6iT1eGedzM3PEf9uXpWLCv4bX7KDGWE/CHUFWpmHDNk5Bm0ei1jd8d2TCkVi8Uce/4YAXOAxdnFXY+r6WQTmhINA9cHcuo213+9n+xqllNfPLXp9/OUeRx75RjuafeBnJX4NKfFyapjLc8d1uopFamLuP3m7QOfpSxMLiBOivdUg8nn8zE+N468SE5jSyPSPCmyChknvnOCfFk+Ux9MMXVjas8pqg/MTcyBGFraWkin0gQXg5Q3lpOvyWfOPMfq6uqermuZsyBOi/ec2WSZs5BJZAiuBHn3/36XgCXAmUtneOW7r2w5+wqvhFmyLlHfsfWyXSqd4s2/fpNiWTFf/8dfRywWc+PyDYqSRXzlja/sOz1XIASGR6qqqooXjr5AYaQQp8lJSp5CpVax0LOArkJHMp0kHomjKFMwuTBJdXc1UU+UudG5Ha9d01FDcWkxI7dG9tRK9ORrJwnbwlvm3z/gsrmwDlvpeKZj26WVphNN6Cp1DH40eCANgj5penCaPGXew17SUqmUF77/AuKYmGt/f23H7nK7sTi1SFl12a43cVdWVhibHiMpSVJSVoJUJqWsvAy3w02+Jp/j3zpORVcFcXscn9XH+PVxwsu7D2pel5cl3xL1zfUo8hT4bD4ysQzaRi2aUg2heAjjvJFsNrvra9vmbZRV7K4F5wOZbIY7V+7g9/hZHF6kvrGer/zuV3ZcHjJOGhGlRQ8rpG6m53oPAUuAqtoqappr8Hl8hKwhmiuaOXLkyK7HKthICAyP2B/90R/RUtDCsmUZ04QJw3EDUXeUqDdKnioP56KTYm0xqcIU9hU7RdoiJnsmc/qwO/HyCcLOMLOju9/4La8tp7qlmonbE1t+kKdSKXo/6EVdpKbjmY4dr3nh6xfIrGTovdy76/FsJbwSxjXroulE07onQ6VayXPfe45Vxyo3f3XzQLKiAr4AIUeIhqO7q54ai8UYmxwjGA+iNXy8d1BdV006nX64F5QRZ6jurqb1uVZCphADPx9g4tZEzgEilUxhnDKiLlZTWb0WJJcsSyjkCgp1hYhFYkoMJVjcFpyu3dXGCofCBO3BXS8jZbIZjFNG/v7//HvMg2aUeUpe/83XOfva2Zz6QVhmLeir9VsG4unRaeYGfr2/9MpZstkstz+6jUFu4Ic//OGuxirYmhAYHrGCggK+/aVvo01o8dnWWjMWG4pZ7F2kRFdCwBcgEU+grdASloYRG8SselZz6tlcXluOoc7AxN2JPT01n3z1JKyyZfXVkbsjrDpXOfvVszlN15VqJcdePoZj3MHC9MKux7OZmaEZJGkJzWc2nl0oqyrj3FfP4Zn00He1b9/3mh+fR4aMmiO5fzgmk0kmJidwhVzoq/Trfk8FqgKKSoqwLdrIZDIsmZcoqy+j9mQtZ35whtruWpZnlhn42QCjV0YJuLZPQZ6dnCWVTtHaubaklslk8C/6Ka37OMMpPz8fsVLM7Pws0Wg0559j0biIKCWipj23nz2RTDA9Ms2b/+VNet/qJeqL0tTUxPf+9Hs5twH1uryEvWEajzRu+n2X3cXwzWHSqTRanZba1lr67/UjWZbw0rMvUVi4eY9swe4JgeEx+OY3v8mx8mNkvVn8Pj95lXmkQilSwRSI1xqaiEQiymvLiRXGyCgzTN6bzGlJ5uTLJ0kGk4zf332BPaVaSfv5dixDFrwO77rveR1eZu/P0nK6hbKq3E/otpxuQWvQMnh5/0tKqXQK04iJ6vbqLZ8o647U0fVcF/P35/fU0OiBTDaDZdKCodmQc/+BdDrN1PQUi95FyivLN62QW1VbRSwWwzxhJrWcQteydqhNKpdSd6aOcz86R/3Jelatq4z+apTeN3uxTdlIxdfvM/ncPrxuL7XNtQ8Pyz3McGpan+FUqivFH/UzZ5zLeZnROmelpHzncxBBf5C+G328+X++ycAHAxQqCrn0nUuUN5ZTXlW+q6J7xkkjcomcquaNexrhlTC337uNTCwjPy+f5qPNrIRWMI2baChr4OWXX875PoKdCYHhMRCLxfzRf/NHVGWrWFpYwuV2UVRRhG/aR35hPi6L6+Hr9HV68jrycC+66b+xc76+ukxNfWc9s72zO3Y920z7xXaUeUr6r/Y//BBJJBPcffcuqgIVR18+uutrnv/6edIr6V31b97M/Pg8yWCS9ovbd4freqGLxq5GRq+M7nmm4rQ4iQViNB7f/On10zKZDDOzM2tltCvLkClkm76uTFdGXkEeMwMzyKQyNFWadd8XS8XUnKjh7A/P0vZiG/K0nPnr89z723uMXRvDbXYTj8aZm5yjsLiQqpqPP0Q95s0znMRiMaWGUhacCzicDnbyIJtoq3MEkUiE6ZFp3vu793j3v7yLud9MTU0NX/rtL/Hy91+msKQQv81PbWvuhQ1T6RS2WRvVzdUbZqOJZIJrb11DHBdTVl2GVCylsauRG5dvUEopP/qtH+V8H0FuhMDwmLS3t/Nc53MUrhQSCUWIyqMQg+RSkshqhFBgrf6RRCqhprMGeZ2cvit9eF3eHa4MR188iiQlYfDW4K7HJZVKOfXaKYLmIHNja5vefVf7iLgjXPjGhT1171JpVJx49QSuCRfGceOu3//ATP8M2mptTk1nTn/5NLoKHT1v9+yp98T82Dx5irycDnZls1lMJhOz1lmK9cU7dtarqK5gybyEUqvccklOLBZT3lLOsW8e4/T3T1PZUsmqbZXp96d55399B/u4nSJ5EYnI2pLhw4NyNZsflMvPz0deKGfGOENoZfvaWpZZCyShtuPjD3a/189Y/xjv/+x93vw/3mTogyEkMQmnnj/FV//wq5z90tmHS0YLMwsb3r8Ti9FCcjW5YXM6k8lw6/1bRDwRzr12DqfZSUN7A+Mj40TdUS6du0R5eXnO9xHkRggMj9E//+f/nGZZM/4pP9FEFIlGQtKVJJ1KYzd9nH8ulUnpfqObcCzM23/39o7pq3nKPDrOd2Abs+F17hxIPq2ypRJ9nZ7RG6NMD02zOLhI9wvdlFbs/XRu08km9DV6Bj8a3FNKqdVkJewK03Fh501v+HXZjO8/T5G6iFu/uIXf48/5XolkAtesK+ezC2azmcmFSQrLCnMqO54nzoMIJBS57QMpNUoaLjZw7rfOUf1MNaI8EUWSImx3bfT8TQ/3fnKPnn/owb/oR66Wk4huft0SbQmhVIjp6WmSqc37jQPMjs+SyWSYnZzl6ptX+fv/8Pe8/5fvM351HElUwrFzx/jqj7/Kq7/1Ki0nWzZkLVlmLZSVl+2qBPv85DxFRUWU6tf/jfXd7MMz5+HsK2dxuVxkE1n0DXqmR6ZpKW7hjTfeyPkegtwJPZ8fI7lczu/99u+x8L8sELQEKa4oJpvIkvAlWJIvkUqlHj6h5xXk0f5qO+PvjXPjyg2ev/T8tk/v7efamRuco/9aP1/4/hd2PbbTXzjNz//nn/PB33zAkaNH6Hxm/wXJLnzjAm//+7e58+4dXvlHryAW5f5cMtU3RWFR4cMU1VxIpVJe/MGLfPifPuTaz6/xyvdeQV28c5kI87SZVDj1sNTHdiwWC+PGcfKL8yksym3z02v2oinREBPFiEai5Cvzc3pfPBrH6XFS/0w9x04dI7GawG/1E7QFmR+YZ9myzOLAIpZhC5J8CXmFeUiVUuR5cmQK2cM9j77pPtwLbqoqq0glU8SjcaKRKLGVGKGlEOO941SXVzN7e5bCkkJq62spry2nvL58x9TV0HIIv93P6WdP5/Qzwdr+gc/i49iZY+u+PtY/xvzgPEfPH6WioYK+v+yjoraCvr4+itPF/O5v/65wZuGQCL/Vx+yll17i0tFL5PnzSCaTpApSiFfELPuWcZnXn+StOV5DaWUp927fY3xifNuZg1gs5uTLJwmYA3s6ZCbPl7MaXSVoCdJycfMTqruVp8zj7BtnWZpdYqI3941hn8uHz+Sj/fz2ewtb3fPl334ZcVzMlZ9eyWm2Mj86T4m+ZENDnk+zWCyMzY6h0CgoKs6tBEM6lca/4Kf+WD1iiRjbgi2n9wFMjU+RFWdp71r7PcgL5Ojb9LRcakFTreH4l49z4msnaLnQgqHOgFKhJLOcIWwN45v04Rx0Yu+3s2JcYeijIfrf78c2YiNoCSKKiChWF6NSqairqeNr//RrfOtPv8UXfvQFTr16iurW6pzOM5imTIjT4m3PIXza3MQcorSIxq6P93OM00bG7ozR2NFI55lOZsZmSIaThLNhQo4QX37uy1RWHm7xxM8zYcbwBPhX/+pfsfDHC4yZxyhqK2LFvULcGcduslPV9PHmolgspvWlVobeHKJnqAeRSERnR+eWM4fqtmq0fVqGbwxT1VSFXJbbQaVMJsPNt25SWlpKaUkpwzeHqayrPJCns+r2ahq7Ghm/OY6h1kCZfucMp/HecfIV+TSc2N15ggeUaiWXfusSl//zZa7+9Covf+9llMrNlzmC/iABS4BTlzY/1f2A1WplbHYMaaEUTYkm57H47X7SK2mqXqxCvizHbXVT21y744eudcHKcmCZtu42FArF+jG7gqRCKfTn9ajL1TkVz1vyLrFkXuLE+RPU1n68F/DBzz6gpqmGivq99Uh+cA4hlzMLsJb9ZZ4yU1Fb8fA91gUrAx8NUFFRwelLp0mlUswMz4BsrcTIyZKTvPbaa3sanyA3wozhCVBQUMAf/PYfUBotJWQOIa+QkwlmcM45N/Q2KKktQVerY8W5wox7hvHJcZLJrdeLT792moQ/sasn9Psf3cc76+XCVy/w4m+8yIplJadzFLk6+aWTFMgLuPvO3R3PWwT9QZxTTlrOtuwrMKnL1Lz0Wy+RWErw0d99tGXqrHHUiDQr3bYEhsViYXRmFGmh9GFrzly5TC4U+QqKDEXU1NeQIbPjrCEcCmM2mtFWaCnXb9xo9Sx4kEl2V28pvBzGFXAxNTvFysoKAJHVCH6zf8+d2vxeP6vuVeo66nJ+j91sJ+aP0Xx07VyKy+7i7nt3KSku4ZmvPINYLGZuYg7rnJXlzDIVVPB7v/17e0qCEOROCAxPiGeeeYZXj72KNCAlFU0hLZQSWgxhGt24DNT4bCOEIRKMYAqaGJ0YJZ6Ib3pdjU5DfWc9M/dncur0NnhrEHO/mWMvHKOmo4by2nLq2uuYvDW5p05xm5FKpVz81kVWHav0Xdn+INrY/TFkItmmB9p2q1hfzIs/eJG4O86Vn14hFlvfoCiTzbA4sUhFc8WmT/DZbJYF8wIjMyPIimS7DgqpZIpl8zLahrVzBgqFAq1Bi8PiIJXYfFkwnU4zMTyBPF9OS/vGJb1MNoPf7Ke0tjTnwBmNRLGarJQZyoiKo4xNjBGNRFmcWYQk1Hfurrz4A/OT80hEEqpbcu9bMTc+h7JAiaHOgM/t4+bbNylUFvL8N9b20FKpFFffvYor6CIVTPGtV75FVdX+u9IJticEhifIj3//x3TrumEJxCoxmUgGY6+RaGT9iVVliRJDhwHftA9VsYrF0CI9/T0Eg8FNr3v80nGkKSn917c/BzF6f5SZ2zO0n2mn/cLH6/mnvnAKSVpyoKUtSitKOfbSMRYHFrfcAwmvhHFMOGg61bSnej1b3ffFH7xIzBXjw7/9cN3MwTpnJe6Pb9oRLpPJMD8/z9jcGHnFebtaPnrAu+glHUlT3v7xU39tYy1ZsljMlk3fMzsxSzwep727Halk41NywBEguZzcVdnuuYk5xDIxTW1N6Kv1uMIuRidGmZ+cp1RXuqtDaQ9kMhmsM1Yq6ipyfpqPhCO4TW4ajzQSWApw7c1r5EvyeembLz38/917uxfzrBmRQsRrR17j0qVLux6bYPeEwPAEKSkp4Uff/BHlynIUUQXSAikhS4ipexsL29Wfq0eSkWAZtKBv1DNsGeaDyx88XBb4JHmenO4XunFPbV1ae+jOEOPXxmk+1szxl49veP/JV07imfFgnNz7OYRPa7/QTnl1Of0f9D88t/FJY/fGEKVFdFzMLUU1V2VVZbz0w5dIeBN89LcfEQmvBQfjmBG1Rk157frlmnQ6zfTMNOOmcQpKC3LeaP40t9GNslCJqvTj4oPKfCWlhlIc1o2zBpfdhcfpoa65DrV6830D94IbmUxGSXXJpt//NK/TS8AfoL6lHrlMjkQiQV+tx+QwMd0/jb5Rv6efzWlzEgvG1m0g72RmfAZxWkxpVSlXfnEFOfJ1/RncbjeX375MQpTgXO05fvC9HwhZSI+I8Ft+wjzzzDO81vEa+Xn5aNQaMokMYx+OEY+tXyqS5kmpP1tPwBhg2bmMvkaPNWilZ6iHJf/Shuu2nGyhSFPEwNWBddlMmUyGux/eZerGFG0n2zj1hc03Xeu76ymvKmf46vCBVku9+M2LSFNSbv3qFqn0x+MKr4Qxj5hpPtWc80bmbpRWlHLph5dI+BN88Dcf4LK68Bg9G7q0JRIJLl++TM9ID5pyTc4pqZ8Wj8RZti5v2te5rrGObCaLZeHjWUNkNYJx0kixtpiaus3X/NPptQynsrrcSpSkkimMk0bUJWoMlR8f3JNKpYhSIkIrIUKZ0K5qKj1gmjSRn5efc2/oTDbDwsQCqhIVd96/gzwj55Vvv/Lw7IPH4+Gdt9/B4/RQq63ld771O+h0++uJLcidEBieMGKxmO9++7sc0Ryh2FBMoaaQFfsKN396c8NrK7oqUBWpMN41otPrQAIml4mB8QEcjo2lD8588QyrrlUm+yeBtdIGl39+mcX+RY6/cJwTr57Ydmxn3zhLJpTZcV9gN/KUeVz81kVWrCsMXPu4i9zo3VEkaQmdzx5eQ/difTGv/s6rZMNZfvkff0ksFKP51MfLSJFIhJHRESx+C0v+JRT5im2utj3XvAtRXIShY+MHpzJfibZiba8hkVjrujYxOIE0T0pbV9uW13yQ4VTemtvJ3/npeZLZ5KZ7FUuWJSqaK/DEPAyNDG0689xKIpnAOeekpjn3TWvrvJUV7wpLniVkGRkvf/vlh0tYNpuN3pFeRntHUeYp+fr5r3Px4sWcry3YPyEwPIH0ej3feulbaLIaTn3lFNlMltG3R1mc3NiEp+n5JmKeGB6jB7VWTSqdIl2YZnB2EKPRSDrzcWvHssoy6trrmLo7xezoLO/95XuEFkM8963n1u0pbEWlUdH9XDf2UTuWuc3XxPeivLacI88eYb5nHtOUidByCMuo5dBmC5+kLlPz8o9exj3jxuv14veunZAOBAIMDg9iDVqpa64jSxaP3bPn+3jmPah1auQFm/88tQ21ZMVZFucXmRmbIRqL0t7Vvm2KsWvh4wynnQSXgrgdbqrqqyhQFaz7Xng5TMQdwdBmwFBrwL3qpn+kH68vt1PzllkLqUiKxu7cl5F6bvYQ9AUpVhfzyndeQalWkk6nmZubY2h2iNnZWdKrac7UneF3fvQ7OV9XcDCEwPCEevHFF3mm4hnCjjCv/vGriFfFvP//fp+ZezMP+wUDFFUUoWvQYe2zotFoWA2vkqfMI1+Xz5hljPHxceLxj5eh2s63YZu28Yv/4xcoZUq+8PtfoLIl94NCbefaKNWV0vdhH4n4wTXEOfLcEfQ1evrf6+fOO3cOfbbwSUueJZo6m6itqeX6312n91Yv/SP9LCWWqKitQFOiQaVR4bDuXIBuM+FAmIgzQnnb1k/2+fn56Cv1mCZNuJwuGlobKNJs/YH/6Qyn7aTTaWbGZ8gvzKeuoW7D993zbsQZMdoGLRKpBEOtgXA2TP9oPwsLC+seLjYzPzWPpliTc3ntseExRm6NoFaq14KCSkk0EmV0fJRxyzhipRjzoJmqwir+5Z/8S1Sq3ffaFuyPEBieUGKxmO9+67vUxGoQJUS0fK2F9GqaoX8YovcnvSyOLj4sxdz4bCOihIhl0zISuQSH2UGhppCyujKMfiMDwwNYLVb6rvfxwV9/gFKhpEBWQPtz7XtqcH/+q+dJLafo+ehgezo/861nSK4kGbgyQOPJxkOfLTwwOzxLsa6YL/8/vkw6m+bdv3qXxYVF9NUf91OoqKogHA6zspz7EssDzjknYtaK4m2nuLgYr89LMplcVzV1M16Ll/Rqettg84B5zkw8Hqelo2XTMiQekwdNhQapfC2bSCwWU15ZjlQtZXhumOHh4U33rWCtBMbS4hINnbkdPjROGbn15i2K5cV854+/gyJfgcPhoGeohwX/AmU1ZfR92EdePI/f+NJv0NFxsIkHgtwIgeEJVlFRwbcvfZvkTJL2M+2oK9WsJlaJhqOYb5q5/1/vM/bRGF6Ll/LWcgLGAHKpHJ/TRyKWIBKMkAwnuXX1Fn/5P/0lQ5eHqG+u50f/5kc0dzQzdG1oTw191CVqup/pxjpsxTpvPbCfV54nR1WhgmVYCm7+QXTQgktB/CY/FR0VTExNkNedR+WRSgITAaZuTZFOrz0t6ww6ZAoZ9sXNs7q2kslk8M55Ka0pRSzd+p9bPBZndmIWfbUehUKxY8l097ybAnXBugynzYSCIewWO4Zaw6YzkIAnQMKfQN+6MRupqKQIbbWW/sl+/uGtf2DeNE8isf7vZX5yHklaQkPXzoFhuGeYnnd7IA7Pffk5QuEQ/YP99E/1sypdpaKhAo/NQ2A+QFdFF7//+7+/4zUFh0MIDE+4F154gedrnic4EaTuYh2iuIjl6DKNlxoxNBmI2qMYPzJin7CzZFpi+u1p5i7PcfXfX2X0H0ax3bNRlFdE1dkqSp8tJb8mH8RrG8lxX5yROyN7Glf7hXZKdaX0vt9LLBrb+Q05cFqcrHpWufi1i3invQzd3ryT3EGa7J8kGo7iS/uwBW3oa/UcfeMojecb8Y36GH5vmHg0jkQsQWvQ4nP7tjyMtpkl+xLJYHLTTecH0pk0YwNjIIYLL1xAka/AOLV1WnA8FmfZsryhIc+G66bTzIzOoFAqaGje/IPbPe9GKpZSWrt55dxUMsXKygppWZoR4wh3eu9gNpuJRqNkMhnME2YMdYZtZ3epdIpbH95i8vYkMrmM/Px84tI4v3rvV4zbxtFUa9BWrP0sH/3Xj9CmtPy7/+nfCaebHyMhMDzhxGIxv/Gd36Ax1Yg0JaWkoYSwNcz00DTlR8s584MznP/hebpe66LzlU5KVaXIlDKUFUqOfvUoz/z4GU585wQdL3VQ1lTG3NIcPYM9xLNxWk+2Yuwz4nP79jS28189TzqYPpAlpUwmw+C1QQqLCnn++8/TerqV6ZvTa6dxD8lKaC0TKpofJZGXwFBrQCZfa7BTdbyKI18+QtQRZeCXAwTcAapqqsiQwW7Jfdbgml3bIC6u3vqU9PTwNJFohPaj7SiVSuqb6wkth7b8/+IyuhAlNs9w+iTznJloLErrkVYk4o3d5NLpND6TD22ddsvzAbPjs0jzpHSf6qaioYK4LM7g7CC3e25z/aPreC1eqtuqyZLd9P2RcIQPfvYBxn4jlS2VOH1Ogokgo5ZRQpkQzUeaH/avuPKTKyhXlHzzjW8Kp5sfMyEwfAaUlZXxvS9+j5JACepaNQq5Ar/Zz+idUeLROPICOaX1pbRdaqP5mWaUSiVJWRJlmXLd8kW+Mp/KpkpC0hC9k72IdCLkIjk9H/aQyebW8vGT1CVqjr10DPuIHdPk7iu4fpJx3EjIGuLEaycQi8Ucf/U42gotPe/04Hfn3kshF9lsFrfbza9+/is8Tg+NLzRSVl62Yf29pLaEE985gSwtY+ztMbwmLxqtBofNkVOLzEQ0QWAhsO3egmnOxJJvieb2ZoqL14KH3qCnoKiA+en5TTd+Paa1DDS5cuun9GX/MvbFtSUkjUaz6Wt8Nh+ZlQz6ts0PtbntbpaXl2loaUAqkyKWiCnRlVDRVIG4SMzgyCDuJTczzhlu3b3F8OgwvX29DA4NYpw3cufWHf7Tv/tPjPeMo6hWMLc0RyAQQNuhJRKN0NDa8PCEs3XaimfCQ1dlF//iX/yLLX8uwaMhBIbPiPPnz/Nq26vkB/MpaipCEVewZFti9P7ougNrDc80UFJYgtfofdgi9JPEYjHlVeUUVhQy759HXCnGNm5jrHdsT+NqOd2CrlLHwEcDe2olCpCIJxi7NYauVkdlc+XDcT73nedQiBXc+MUNIqsHc6guEokwMTFBz3AP5hkz1Z3VlBi2PjWs1Cg5+b2TaKu1mG+aWV1c2+NZcu+8B+I0OiEGhiObP9m77C6sJiuGWsO6A2cAze3NxBPxDXs4DzKc9O1bn1BOp9NMj02jKNx6CQnWTmLnKfM2rcaaSqQwzZgoKi1CX7H+XmKReO1MRxiazzWTp80jIotg9Bq5OXCT/rl+Prr5ER/+8kOiiSgdX+2g+mQ18ZU42kotwZUgSo2Sipq1Cq6RUISbP71JuaScf/v/+rdbjlfw6AiB4TPkO9/+DmdLziJOixHli1BEFYQCIcbvjz984pfKpbS82IJoRcRM78yW11IWKqlsqkTRoCCSH+HKz69sWa9nJxe+fgFRRMS99+/t6f0jd0dIBBOc/uL65i7yPDkv/saLpAIpbvzDjR07120nlUphWbRwr/8es85Z4ok48qSc2tM7t58US8W0v9ZO8/PNpJ1pfJM+Zoa2/t0+4J51U1ReRJ5qY6vPgD/A7PgsJeUlNLZszP9Xq9WUV5VjMVvWnTR/kOGka9r6FLBx0kg8Gaf9SPumS0iwtk8RXAxuehIbYH5mnlQ2RUvn5r04HLMOSEBFZwVKlXKtO1wgRFacJRvKsmJaoaGjged/8Dzl1eWsBlaJuCNI1VJi8RgtR9YypFLJFFf/9iryqJxvvv5NGhtzPwshODxCYPgMUalU/NY3f4smmpAVy0hFUohXxQSXg0z3Tz98XXlLOZXNlbjGXbit7i2vJxaLKTOUcezrxwhHw/z0r37K9ZvXWQ4t72pcSpWSM188g3fGy3jf+K7e6/f4me+fp/V066aNcdRlap79zrMsm5e5/c7tXV0b1vYu3C43vQO9DEwPkJQnqaivwDfvo6CoYNu1/08zdBo48Z0TlBaWYrpuYuTKCOnU5jn+AXeAqCdKRdfGvgar4VUmhiYo0BTQ0d2xZSe7xuZGpHIpsxOzaz9LNoPX6EVbo90yw2nJvYTL4aKmvmbL+kqwtk9BnE2XkZb9y7gdbirrKrfsW+Gec6/1t/510FvyLGGdtxKxRAhbw7ReaKX9hfaH47ROWhGLxCzHl9HV6CgqWsuQGr4yTHAhyNGao/yzf/bPthyv4NESAsNnTGtrK9978XsUrhaSVWXJ+DMUyArweXzMjc09fN2Jr51AkpQw+N7gjtcsKC7g5NdPEl2Kcu36NT66+RGzc7NEorkv39R01FDfUc/Y9TF8rtw2szOZDD0f9aCQKui+1L3l6/T1ek598RT2EfuOFWI/eW2v18tb77zFR3c+YimxRHltOSXaEpY9y4RtYaqO736DU1mi5Ll//Bwl9SXMXZuj75d9BFyBDa9zTDuQSWWUNqzP9olGo4z2jyJTyOg62bXlEz2s1TBqaGlgObCMy+5iybpEajmFvmPzZaR4PM7M+AyFxYXUNGxfnsJt3Hw2k8lkmB2fRVGooLZ+89nUkmOJ2FKMio61oBePxbn7q7sEZ4OUFZVx8msn0bd8PMaVwApBS5CUIoVcKX+4vDU/NM/MrRmqNFX8iz/5FwdWQVewf0Jg+Ax6/fXXebXxVURxEWlxmqg1SpmhDMeiA/O0GVhbKmq82Ih30otzzrnjNbXNWipbKolYI5isJsZt49zpu8PM7Awr4dwOdZ3+0mmUUmVODXgAZkdmCZgCnPnSmR1TE5tONNF5oZOZ2zNMD01v+bp0Oo3b7WZgaID7I/exBCx4ljyUV5Qjla3dwzpmRSFXoGvbW1E2mVTGkdePoD6iJrOSYfTNUabvTJOIrv3MqXgK/7yf8ubyddk+iUSC0b5RsmTpOtmFXLrzB6HeoEdTqmF+eh7rtBV5vnzLhjxTI1NkRBnau9q37acd8oWIeqKbnl14mMnU0YpEsnnQcsw6kMvlFFcXs2Rf4vL/7zKB+QDdz3Rz8msnN5TtNo+ZiYVjoIL61nrkcjlOk5OJKxPky/P50oUvcfLkyR1/F4JHRwgMn0FSqZQf/86P6c7vJp6Mk46kWbWuYmg0YDFasBrXNiyPvXYMuVLO4DuDD09Jb6flpRYK8wpxTjjRlGtAAxOOCe4M3GF0fBSvz7tteQSpVMoz33yGiCNC70fb924Ih8KMXhulqqWKytbcSnIcu3SMuvY6hj4Y2pDGGo/HsVqt3O+7z/3R+zjCDjQVGpramkilUyx51zaLw8EwgfkAFd0V+yrhXFVdhbJcSfHJYmqP1eId8dL3933Ypm3Y5+xkIhkquz/+uVKpFKN9oyRTSbpOdqHMz73nQUtHC8lkkvme+U0/zAEs8xaWA8s0dzSTn5+/7fUccw6kYumGchqrK6vYzDbKq8vRFGs2fW8sEiNgDlBaW8rkrUmG3hoi7A5z9EtH6Xyuc8PvNBKK4DV6SUlTFJcXY6g04Hf6mbw2SXg5zJm6M8IS0hNICAyfUSUlJfzxj/4YXVxHOBEmYosgi8vQ1eswTZuwm+woFAqaLzUTNAeZvT+74zXlSjlHv3SUpDvJ+K1xikqKqGysRK6VYwqauDdyj3t991gwL7ASXtk0d720opSjzx/FMmDZtnfDvffvIclIOPPlM7v6uc9/7Tw6g457b97DtmDD5/MxOTnJzfs36Z/qJ5gJUlZdhqHGgCJfQam2FIVSgcOyVufIMmZBipSK7r31NH5AKpNSXlmO1+2l4ngFp39wGnWhmvmr8wy8NYBYJiZPvbZMk86kGesfIxaL0Xm8k8LC3ZXuzs/Pp1BeSDQQRVQk2vD9UDCE2WhGV6XbtPXnJ6XTaXxGH7oG3bp9ikwmw9TIFHKlnMbWrTeAbVM2ov4ojjkHQVMQcYGY6gvVdJ7evK6VedzMsnuZwppCWjpbCAfDTN6YxG1206Bt4I//4I+33McQPD5CYPgMO3bsGN88/00UUQXxVBxrv5UKfQXaWi3GSSN2s53G7kYKawpZuLfAkmXnFEtDhwFtgxbTHROrgVVEIhEqtYqKugpK6koISUIMLQxxq/8WPf09mBfNBJeD62YS7Rfa0dfoGXx/kOBScMM9pgam8M56Of3F0w+bsuQqlUrR8UoH0WiU//q//lc+vPYhM+4ZKARDowGtQYtMIVv3Hn2FnsBSgOWlZXwzPgwdhod1gfajpq4GkUSEdcFKnjqPrq91raVl2uKsBlYZen8Iv9vPWN8YK+EV2o+1PzyrsFupQIqS6hKsi9Z1qbupRIqp4SkUhQqa23Zuf+pZ8JBZzWDoXJ8eazVZWY2s0tzRvGmnuEwmg23Wxv1f3icaiKKv0lN7thZJiYTmzuZNlwIj4QiWMQsilYja1lrEiBm7OoZ33ktxUTFfe/ZrHDt2bPe/DMGhEwLDZ9zv/u7vcqbsDIlIgnQkzdS1KVo6W9DWaDGOG1kNrqI/ricRTTB7ezanJaVjXztGJpqh/93+dQe55Ao5ZfoyKpsqKTAUsJRZYsg0xO3B29y8f5PxiXGsNiv+gJ+TXziJLCvj1lu31qWZBrwBRq6PUNNeQ03n9hukmUyGSCSC1+tlYWGBgcEBbty9Qe94L6ozKiQSCY4xB0XqIoqKi7ZcGjJUG0AMozdGEafEVJ04mFO1CoUCrV6L0+p8WCZjdXWVuuN1dH2hi4gzwuX//TKzd2epMlRRWrp52YmdBNwBYr4Yx185jlgqZnJo8uH/l6nRKZLpJJ3dnZt+oH+aY9ZBgaYAVcnHNZZWV1axmCzoKnSUlq0fYyaTwTnnpO+XfUx9MEVBtoAzXz9D/fl6FhcXKS4vRle++V6NacSE3+bH0GXAUGFg7OoYIUcIkVzE2Zqz/PjHP97T70Nw+IRiJJ9xUqmU//5f/ff8+E9/zJhzDIPYwPz9edoutpEl+7Bjl6pJxap9ldl7s3S8sH3FSn2lHsNJA54xD5ZOC3XH6tZ9XyQSkV+QT37B2lp2IpZgNbzK/PI8GU+GcCBMOpZG26Bl7socv8z+kjOXziASibj1i1sQh5ZnWggEAmSzWTKZDOl0mlQqRSKRIB6Ps7yyzNTMFCVlJWTEGbKSLFKFFGWREp1Kt1YeutLA4M8GGX1nlGNfPoZSs/mShEKhoFBdyNT1KU69dGrbE8O7VdtQi9fhxWK2UFFZQcAUoKazBn2HHveqm4JMAXnxPKy3rfgX/FR1VKGt1W65sbsZx6wDmUSGocVAvjaf8YFx5qfnycvPw7/kp+VIS06lqcOBMGF7mOYzH88sHiwhSfOk62YcqXgK26wN57STRCCBWqdGoVZQUlpCRXsFY/1jIIHWjtZN7xUJR5i7N0eBvoD2o+2M3xxn1blKNBGlpbCF/+5f/HdCLaQnmPB/5img0+n43e/9Lv/mP/4bAksBRGMiSmpKaD/azox4Bo/ZAwqQlkrxTnrxNqzlwm+n/lQ9ocUQC3cXKKksQa3dOidenidfV0TNaXcyNzyHqlyFqlPF6N1R/Bk/K0srLE8v0/pKK/fH7wNr5SlgLUcfCSACkUSERCbBs+ohIU3QfaobsWTjbECuknPsm8cY+tkQI++OcPSNo1s2ss+GsqRX06jqDra2f35+PmUVZTgsDpL+JKKECF2bjrHeMcLhMGe/cpbSslK8s15swzZmPpxhvmgeXZMOQ4sBVdH240nEEviNfipbKxGLxZSUllDVUMX8xDyZTIaalpoNp6a3Yp+xI0GyLpXUYlw7QNd5shOpTErAHcA558S/4CcTyVBcVUztxVqQwtAvh6g4WoHb4ca/5KepswmFYvOuduO3xgn7w5z93lnMQ2bC1jDhZBitWMs//e1/SkXF/vZ4BIdLCAxPiTfeeIOxsTF+OfpLVnwrzN2cQ/0NNe1H25FKpZjGTcRkMYrFxczdmKPoW0XI87d+cjZUG7B0WohNx5i+Mc3Jr51EIs3tKVdn0DE/NU80GqX71W7ECTGWIQsysYyjXz5K5dFKsr/+T4QIkVi0aXplcDmI1+rdskAbQJ46j6PfPMrIz0YYeXvz4BCPxFm1rFLcVIzH56Gi/mA/lGobavHYPMzenaW+sZ6p8SlWo6t0HO2gTLvWj7m8rZzytnJCrhC2ERvuITeOYQcF5QWU1Zehq9OhLNwY1FzzLjLRDBWdH4+5orKCobtDpDIpzleez2mMqWQK75wXXf3Hm84ryytYFiyoNWqCliDGm0Zi/hgyiQx9o56qrqqHG+jjt8aRSWQU1xYzeHuQotIiKqs3zyZbXlpmrmcObauWRGCtXpRYKSYvmMcbF9/gpZde2tXvV/DoCXsMT5E/+7M/45T2FOlUmpA1xNSNKQCaO5tp7G5keXUZT9xDOpRm5s72JR3y8/PR6DUUNBYQc8Qw9mydYfRpErEErV7LknuJdDpNeVc5oYUQ4eUwunYdYokYiUSCVCJFIpFsmXNfWV1JOpPG49i+paZSo+Tot49CGEbeHiESXH8wb3F4EVFcRPtL7YQCoXUlJg6CMl+JNCPFv+jHm/ASjUc5cvzIw6DwSWq9mo7XOjj3o3M0X2hGmpZiuWOh7yd99P6il9meWbwW78M9C8e0Y+2E8a8/oDOZDJNDk2grtFTWVjIxNLGuQ99WXCYX6dU0FV0VJGIJHPMOrv/sOq5RF8GxII5BB/mKfDqe7+Dcb56j6WLTw3vGIjH8Jj+GFgOmSRMZUYaWI5uXygDoea+HbDpLWXkZS7NLFFUUseJa4WzNWf7kT/5kD79hwaMmBIaniFgs5l//P/81nfmdhMNhfFM+FkfW8v2b2puobKkkTpy4PI5v0odzZvuDbxXVFWQUGUqaSnCNuPCac+sBDGszjlQ6hWXWwuyNWWq6ayjTljFxdSKnyqSwVgJEpVHhsm0sBvhpD4KDKCJi+J1hwoG1gn6xcAzXhAt9p57a5lrEMjH2hd0128lF0pckmowSSoToPtlNScnWhflgraZVxZEKjn3jGBd+dIGWZ1pQypX4JnxMvjfJ3b+6y9X/fBX7uJ2MNIPX4iUcDDM7Oks4HKbzeCcnzp4gS5axvrFN60il02nCy2G8Fi+j10aJhCNMXJvg3t/c495P7hEyh2hsaaT9uXYu/uAi3a93o23YWILbOmlFlBShKFPg8/qoa6nb8hzG4vQirmkXhdpCVm2r6Nv0TPdOU52p5n/41//Dvs6OCB4dYSnpKVNWVsa//Gf/kv/2f/5vMTqNLNxdQKPXUFRexOkLp7m1fIt0NM2qe5Xpa9MUlRdtuWlbpi9Dli9DXChGvaxm9voshd8q3LQo3Kepi9TIFDIG3xqksqySE987wYpnhYn3J5i7N0frxc03LT9NX6nHOG4kEo6gVG2f767UKDn27WMM/2yYkbdH6Hq9C9ukDVFSRM3pGqQyKVqDFrfNTX1r/YFtfi5MLGAbsaE9okWlUqGQb77uvhVpnhRDh+Fhf4WwN0zQFmTiygQpX4qQNUTQGiS8HMYf9FNqKMUYMiJRSMgkMpgsJhyjDipqKyAD6XiaVDxFMpZElBGRiqcIzAXQVeooUhdRWFpIQpXg5LGT1DXVbTu2VDKFe9ZNSVUJZqMZdal6y7ajiXiC3vd7IQPqfDXVR6qZHZmlo7iDf/uv/+22tZsETxYhfD+Fjh49yh/8oz+gSlmFY9rB5JVJUvEUijwF1U3VyBVy1J1qXLMuBt4d2PIJXixaK9G95F2i+VIzRGHiWm5P/PFInGXjMlFPlNYvtCJXySltKKXmRA2uYRe2KVtOP0t5RTkSmSTnlpp56jyO/aNjyFIy+n/ej33ITtXRqoeZSNW11WSyGZzWncuE5MJpddL3fh95BXm8+r1XUSgVmGb315tCpVVR1lxGniaPs987yzO/+wzNLzYj0UuoP1VP+8l2NMUalDIlRXlFVJZVEl+O4za6UUgVaIo1GOoNNJ1q4silI2jqNNQdqePSH16i/mI9wUSQ0ppSahq3TxcGsM/aSa+miUliZMQZWru2Dui9H/USsocoKyuj/mg987PzaCIa/vTHf0pLy9ZLT4InjzBjeEq98cYbOJ1O/vKjv8Tca6agtIDu17qpaazBbXGj1WoRnRWxcGcBRaFiyxPIFTUV2OftLPmWaLvUxvj74ywMLNB4euvTsfFInJF3R1CmlJSfKyewEqCYtYNddefqWPWvYrplQqlRbtsLAUAqkVKqL8Xr8tLQ1pBTmmde4VpwePd/fJfV8CpdX+p6+D1lgRJNmQaHxUFlXeW2NYW2k8lmmJ+axzxjRrQi4vSXTlOoLqSqtgrLnIXqumpU6r1nQNmmbYjjYio6K4hGoiwsLqBr0XHs9LFNC+95XB5mxmZIF6VpOtn08PcUi8RYvb5KdXs1YrGYqaEpMuKd6ynB2lKUfdKOSCYiHAvT0tVCft7m5TYWjYtM3JmgSFZEx3MdmOZNSJYk/OCNH/DCCy/s+fcgeDyEGcNT7Pd///f58okvUyotZeryFIsji+Qr8ymvKWfJvcTZL5ylsruS6WvT9H3Y97Dx/Sfl5+ejKdfgsrooriumsrMSW7+NJevmp6gjoQjDbw2TWkpx/NvHMbQa8Dg862YZ7a+2U6AsYOrDKSLLO28EV9ZUkkql8Dpz3+MIB8MUGYqoqK1g5qMZLBMf95qoqqsilojhdeV+vU9KJBKM9o7isDqQJqVU6iupPloNQHV9NbJ82bY9m3eSTqdxz7jR1mlBAuMD40jlUrpObF2NVafX0drVSigUYqR3hERiraCffdqOKCGi8kgl5jkzoVCIlo6WHespwdqGdcQTISFPPKxztJlQIMS1v71Gyp2i87lOFs2LJN1Jvnr6q/zmb/7mnn8PgsdHCAxPuT/7sz/jC8e+gDKmpPenvfgdfuqa6shIMtjmbbz4Wy+ir9Uzc2uGvit9m3ZKq6qrIp6I43f5aXimAVWhiulr02sVMz8h4Aww9MshMqEM3d/qprC8kIqaChKJBH7Px+05xVIxXV/uQpwQM/r+KInY9pVY1Wo1SrUy5+WfTCbDfM88BUUFPPfHz6Gr12G+YWb27iyZTIaS0hIK1AXYFnJbzvqk5cAyA3cGCK+GaWhpQBKSYOg0PEwBlYgl1DXXsby8vOde2q55F+lgGkO3gbH+MZKZJF0nupDLtj+Yp9Pr6DzeSSQaYejeEOHlMK5pF6XVpURWI1hMFsqry9Hpd64qm8lksI5bCYfDKMuUtB1p2/R1qyurvPef3yO1lKLlVAv+qJ+oJ8ql5kv84T/9Q2Gz+TNK+L/2OfDnf/7nvHHqDUQ+EZf/w2Vi4RiGWgMui4tkPMlzP3gOvUaPbdzGwPWBDS1BS0pLUBQqsC3YEIvFdH6pE9GqaF2G0eLoImNvjZEnyeP4946jKlN9/F6VAseiY9015So5XV/pIulLMnZ5bNPZyicZagyElkM5tQ91zjmJ2CM0PtuIRCqh/bV2ak7U4BxwMvbhGKl4iqraKlZXVgn4N/ZS2Mri/CIjfSNIFVJOnDtB1B1FnBBTeWx9Pr+hYu3g2lY9m3din7CjKlWxaFlkNbJ2HqJAVZDTe0tLSzl25hhZcZabv7rJsn0ZfbueqeEplEVKmlqbcrqOx+zBNeMiT59H65HWTYPSSmCFK395hRX7CqpCFZISCTF/jPOV5/nTP/xToTjeZ5gQGD4n/vzP/5yvnP4K4bEw7/9/3idfnI9IIWJ+cn7tkNiXjlIiKSEeWmv2MtE38TCXHtZmDcvLy4SXw+Sp8mh7pY3wQpjxK+MMvj2I+aYZXZ2O4989Tl7h+qwlfZWeYDBINBJd93VVmYrOL3Syal5l8vrktpva+go9EoUEm3n7p/xUPIW510xJZQml9R/X/ak7V0fbq22szK8w8KsBCvIKkBfIWZxf3OZqa+KxOMM9wyzOL6Kr1HHi3AmkYimeKQ/lbeWbltjYqmfzTpbsS0RdUVJ5KQL+AC2dLZSUbr8P82kqlYoT504QC8QIhUPcv32fZCZJx9GOnEtxzPTMEIvHaDzRSKl2Y40nr9XLnb+7w9LiEmKJGKVeiSgrolvTzR/88A/Q6fbW60LwZBACw+eEVCrlL/6Hv+B7r38PsU9M30/6iLvj2I12wsthtE1aqo9UIwvJKNOWEQgG6Lveh8+5thyir9Ijy5NhmV9bq1fpVIgVYoZ/MYx3wkvHax20vda2actJQ5UBJGx6fqCktoTm55sJTAS2PUQnEUsoryzH5/KtC1ifNt8/TyaUofHFjZvj5a3lHP3WUTIrGUbeHKFAVsCyf5mV0NaNiJw2J313+ohEIrQfa6etsw2JWIJlzEI2kqX6ZPWm71MXqdFV6rCZbUSj0U1fsxnrhJXV5VWikigNbQ3oKzbvv7CTZdcypYpSShpKWAourWWJLeXWstVutGMds2LoNNDQ0rDh+wtjCwy/O4zH7iEtS6MqUlHTVkOtqJYfff1HtLe372nMgieHEBg+R+RyOX/xr/+CLxz7AqKwiNhiDM+Ih6t/dRWvxUvDxQZUKhXB6SAdxzpQFCmYHJx8OHsory7HNmdj/No4PT/pIRvPoivToVArUBRvnbsvl8spM5ThcXk2XTIydBqoPV2Lc8DJwvDClteprK4kQwa7ZfPU1ZA3hHvMTdWxqi3PZhSWF3LyuydRFapYGlxi2bbMwuzGe0ajUYb7hpmdmEVdrObkxZNodWv1pRKxBK5JF7om3bZnOhqaGxDLxMyMb3/K/IFwIIxlwEK6ME1VfRXVtZsHnVxYJ6xkUhkUGgUnzp1AV6VjdmKWvht9uGyutdpUW+h9rxd5vpzTr5xet9mdSqQY/miYkfdHsFqsJPOSaAo0HHvxGDK3jO+89B0uXry45zELnhxCuurnjFKp5C/+/C9Y/bNV+oP96Jv0uKZc9P1NH2q9GnmRnPB8mJ6f93DkhSMQAdOQialbU+SRh9/qJ6aO0f5cO9Unq5HKpQz+3SATlyc48dUTKAo2DxDVddV4bV48dg+Gmo3ZLbVnaklEEljuWJApZFS1bzxEpVQq0eg0OC1Oqhuq121sZjIZZm7PIFfIqT27ea/iB+TK/397dx7c6H3fef6NGyTAAyBAguDRvG822d2kutVS67AkS44dOZKSVTbemcSZZDeepGbssh2X144zm2Rdk9qaraS2ZmuycXmcTFUyju3EliwltnVZR0t98L7vmwSIiyDuB8CD/QMW5UfNviQnY0nfV1VXqbpI8CHU9Xzw/H7f3/dr5uTjJ1l/bZ3pl6aZDc3irfPiqnWhFlQ2VzaL+ylGPR39HdR63za7YGYLNaZy4tGb/ByzmebOZhanFvFt+/DU3/jT/9gLYxyGDjnz0BlaO65fDnwz0UCU8HIYxajgdXvpPlksTQ0FQ6yvrLM4s8jK/ArVtdW4PC7KK8uPlpjGXxknthPj7GNnj/YIctkcW8tbTDw/QXw3jtVjpbKtEnPcTF1DHcnNJI+feZyPfexj7/iaxc8XXeHN9pbiAyUSifCZ3/8MU/kpbN02CvECXo+X+H6c8FaY3YVdnC1OyhxlFHQFDmOHZAtZDGUGbG4b93/8/qOTw8lwktHvjFJyooTBjwxet9ne6BujqGmVoQtD172umX+cIbgVpPPDnXhar72RRiIRJi9N0tXfRY33rWll6xPrbL68Sd+jfThP3PqafGA1wHP/5TnMFWa6H+gmlo6RTqVx17lp62y7ZtNVSStc/uZlXDUuuh46vlLn7SZGJohH4gzdPXTdbqTrC+u8/F9fprGnkft+9b5bvv7jjP9onPmX5mm8t5Gh80OYzdrfIXoQZWdrh3AgTF7Jo9fpKSktQVEUZl+cxWa0MfjRQbJKlnQqjX/Nz8HaAWaTGU+/hxw5cuEclpwFu93OIx2P8Lu/87vSRvt9RJaSPqAcDgdf/T++ShddHMwekDPn0Dv1nP7l0zz4mQe597fvxV5hp+X+Fu77vft49IuPcv//ej/uHjf+gJ/n//55DiOHAJQ6S+l+qJvESoLFi9cfIVp3oo5EIkEkeP1KoO6Hu3F6nCw+v4h/3X/sdb+91DQeibN1dYvqjurbCgUAd4ubnsd7iAQiXPqbS/jn/PQM9NDT13NsJc7m1CZqTKXpbNMt/4yOng4K+gKL08e/N3tbe4w+P4rNYuP8x8/f1vW/XSwSY+G1Bcrqyjh55uQ1oQBQUVlBT38P5+8/z8k7TtLQ2oDRamR9fh0lqlDdU00sESOtpAluBNFFdPQO9/LgbzyI3qinkC5gypowGU3ce+Jefvs3f1tC4X1GguEDzOv18h+++B/oKHRwsHzA+uI68WixHPTEmRO4m9ysvbZGZK94I3e6nNx5/53Ud9aTyWUYvTjK5KVJouEoVU1VtJxrYX9i/6hx39u5PW4sNgtbq9ev1NHr9fT+Qi8VjgoWfrhAYPPaQ2j1zfUk4gkOQgfFJaSXFzCqRtruvbVSzDdFI1HGL40TiUQoP12Ou9uNo+Bg8blFfCvXNu7LpDLsTe/h6fQcdR69FSUlJbR2thIOhdnb1p7F2NncYW5iDjWq0n+h/4at0G/FpWcvkU1lGfrIEPayG5+81uv0OJwOGlsbyWfyEIfhe4Z54PEHaPA2kN3JUl4oZ/gjw/Te38vizCL5fB59TA85uKf5Hn7n3/yOlKW+D0kwfMC1t7fz5U9/mdZCK8HVICMvjxxtTHY/0I3NYmP2h7MkD4sH3/R6PUPnhopT4SrsJFIJxt8YZ+y1MSweC9Ut1axfXMe/du2nfb1Oj/eEl4PIAcn49U886416+h/tp7yinLl/mrsmHKo91ZhLzWyubrIxvkF8M07nhzsxWm/+qVUtqAR8AcZeH2P80jjpTJr23nbOXjhLWVMZXR/rwl5qZ+EHC4z/YFxzMnt9fB1dSndbTwtvqq2rxVHtYGV+5ajt9/b6dvGEdAqqy6tpGrr91/1py1PL7M7s0nZHGzV1NTf/hp9YmV1he2kbh9VB06kmJl6YKDZMtJUx9PEhXM0upq9Mk1WzqBGV7GGWe9ru4fd++/eorKx8V9csfj5JMAgGBwf5wr/5Ap6kh73FPcZfGQeKN+jej/WiT+qZ/qfpo3nR9nI7Vd4qspkswxeG6RjoIFfIMTs2S6QQIZvKMvOPM0T3ry2P9DZ40Zv1R2Wv16M36jn5SycpL/9JOPxUy2+9Tk/diTr2VvdYeW0Fb6/3pktImXSG9cV1Lr94mbmJOXJqjo6+Du64cAd1jXXUNxYb7e3s7TDwxACd93eS2Exw9dtXWb6yTCwSwz/jp7anFrPtnX2q7+rtwmA2MDs2y+riKquLqzhrnBgTRjztnnc1cjToDzL24zHspXaGHr7+Hs7b7W3usbW2hS6hw1piZf7VeRLbCTrPdnLykZNY7VYWJhaIJ+KQgPR+mnPN5/j3/9u/x+W6dt6EeH+QYBAAXLhwgS998kuUhkoZe2mMhYliiaXVbqX3F3rJ+DOak87N7c0oOYXd9V1q62sZvjBM/7l+yt3lGJuM+Ff8/PC//JDliWUy6bcGyRiNRjwNHgK+wE0HzOiNek4+drL45PDDOfyrbz2FuNwuIksRkodJWu85voJHURR2NnYYf2OcSy9dYnN9E5vTRt9QH8N3DVNbX3vUSM5gMNDU2sRh+JBwIIynx8PZf32W2pZadi/v8txfPEcikKBx+OYdSa/HbDbT1d/F9uY2U6NT1DbVUpIvgQQ0Dr3z1z08OGTyjUnUiMrg/YMYzbe23h+NRFmaW+Jg5wD1QEWn6HDXuhl6bOho/Of64jqBQAAzZg7XDhlqGOL3/93v4/G8s/MV4r1BdozEkUceeYRYLMYf/e0fMfHSBHq9nvb+dspryum6v4u5F+ZYKlui8+7Oo6eG7dVtvE1ejEYjzionzionSq/CVvMWo383yqV/uMTm4CYVzgoqXZU43A7qGuvYXd9la3mLtt4b7wu8+eQw/fQ08z+cR/2QSk1bDYuvLGLT2yjpLCGdSVNqLCWfz3N4cEgkECESipCIJSjoCtgr7DR1NuGp8xy7Gfummroatje2WV1Yxel2YrQaaf9QOzavDf//5ydvzzPyzAgnBk5Q01Jz232A8vk8O+s7Rzduq9HK+vQ6Na01tzTj4jjJZJLp0WniwTi11bU0DtxawKSSKS6/cJnwZhhlV8FZ4eTMx89Q5io7+hrfto+N1Q0sFgvBqSAD7gH+4PN/QH398fMYxPuHlKsKDVVV+c//73/mL1/5S5QqhZ7hHrrOdGEwGNgc2WRtdI2me5o4MXCCRCzByMsj1J+op6Xr2hOy8VCckb8bQbEruPpcJGIJ1KwKBUin0iQOEwycHaDCUUGJrQRrifW6N1tVVZl9dpbQTgh9hR7Fr+A952XDt4GhYMBR4yCVSKGqKgajAXulnSp3Fa5q1y11En1TKBhi+uo0Hd0dR+ctRp4aIRfM0X5/O+tvrBMLxrC4LDQMNOBp9dxSmwlFUZgemSaeiNPe005wP8jKGyvY4jYufPLCOwqGTCbD+BvjpJNpcps5Wvtbb2mfwrfu4+JTF0kGklTYK7BZbNzzyXs0TxqRYISpq1MYLAYOZg/oKuniT//oT2loeOeH7sR7hzwxCA29Xs+nfudT+Pw+nll+huWpZVLJFP1n+2k800j6MM36q+tYbBY8bR7cDW5213epb67HbNF+GrdX2Rl4dICpZ6YoBAuce/gc8Xicg/ABof0QwUiQhekFSm2lUAAdOoxGIwajAYPRgE6nQ6fTUSgUKBQKZEuz7KztEFgJUNFUgTFmRMkrpGIpnF4nDS0NVDgrKK8ov+WeQG9X5aqi0lXJ+vI67lo3gbUA8c04PQ/14Gxw4mxwEtmKsHFlg+Xnl9m4uoGny4O3y4u19PibeyKWYHp0mmw+S++pXqpcVZTZy5j53gx6mx5Vf2ujTn9aLptj8vIkWTVLKaUoRoXGwes/LeSyOXyrPnbmdtiY2CBPnq47ukjsFfcTfjoU4odxZsZmKOgKbF3a4pTjFF/9w69KKHyAyBODOFYul+Nzv/85XvK9hOGEgUpXJT3DPZQ7ypl5doZIKELvR3uxu+xcfvEy1TXVdJ48frpXaC3EzA9mqOyqpO+hvqOngtnJWcLbYfru6Ds6TKUoCrlsjnwur+lMqtfrSR2k2Hl9h3w0j7XSSs1gDd33dTN6cZSqqiq6B342PXoS8QQjF0eoqa4hNB3CZrYx8NjANV8X88fYHN0kvBFGNag4mh3UtNXganAdBVPQH2R+ah6jpThP4c0uqfOvzeMb8WFoMWA2mRk8N3jdw29vl8vlmLwySTKVpKm5iZXnVmg91Ur9yWuXeKKBKHsrewRXguQTeVLpFJTDwH0DrF9ex4KF0794+ujrU8kU42+Mk0wmSawn8Ka8/Nn/9Wd0dt7aKFbx/iDBIK4rmUzymc99hsvRy1jbrZhLiy0e6prqGPuHMZJKkoFHBwiEAuws7XDm7jPYyo5vD+2f9zP/0jxV/VX03NeDXq8nmUwy8uMR6hrrjl2K+mmxUIyJpycoMZVw6slT+OZ8LL+yjK3JRllLGb5NH0N3Dd10LvStWppfYvr5acpSZZz/V+cpdV7/dZWkwu70Lvvz+6QTafQ2PZUnKlEKCtFkFEe1g56BnqP9jeRBkqvfukp9ez3VfdWMXxnHYrRw6twpjKYbP8Tn83mmrkxxmDik73Qf65fXUXwKdzx5x1HgRgNRAlsBgutBMpEMRr2R6uZq8iV5/AE/zd3NZIIZ9sb3OP2Lp7E7iucdlIzC2OtjHIQOSG+n6Szp5E++/CcSCh9AUpUkrqu0tJT/+H/+RwZLBsmsZTCajKwurDJzdYbeh3uxGqxMPTuFq8qFqdTE0vTSdV+rpquG9rvbCU2GmH9lHlVVKS0txVXvYndzFyVz/WE98XCcyWcnMevM9D/Wj96ox9vvpfcjvaQ2UgQmAuSzedYWrt+A73a5nC6SW0nUUvWGoQDF3ktNdzRxx7++g8HHBqmqrWL+xXmmvz9NdCqKuq+yPbVNeDdMLptjZXQFY95I45lG7GV2+k/3k8kWW3u/OXntOPl8nqmRKQ7jh/QM9JCP5zlcP6Smo4bdpV2mfjzFxf9+kfGnxvGN+bBZbPTc3cOdv3Yn9gY7/oAfb5OXyrJKdqd3qeuqOwqFnJJj8tIk+9v7JNeTdJV28dWvfFVC4QNKnhjETfl8Pj7/5c8zk5+h8e5GorEohoKBlq4W1l5aQy1R8Qx72FraovdULy7P9evbtye2WXl9hepT1XTf000qleLKj6/g9XqPrVCKhWJMPjuJIW9g8InBa2Y9xINxpp+aJngYxFBt4O6P3U1ZRdk1r3M7VFVl5KkRomtRjC1GOvs7qW04fqzl24WDYRYmF8iTp76mHhJwsHlALBhDRUVRFIK7QWoba2k43YDVbsVqt5LOpFmaX6LEWlJcVrJajq5FzaqkUimmLk9xEDqgrr4Ok97E5MuTWDNWHDUOyENJWXEMa1VjFY46x1EL9IAvwNzEHE6vk56TPVz9/lUKhwWGHxtGb9STy+UYuzjG5vwmuoiOU55T/PGX/pjm5uZ39T6K9y4JBnFLdnd3+cIffIHZ3CxtH27jMHlIMpLEVeUiMhdBX64HD5CDO+6744abv9tj26xcWsE96KbrQhdLc0v41/2cvfcslpK31tnDu2FmfziLWVfshvr2UHiTklSY/v40c2NzuHvdPPiJB9/VSMmNyQ3WX1qn/6P9bIe2OQwdMnxh+IZ7APl8ntX5VfZ29rCV2+g+2V3cVP8JVVWJ+WNc/vZl4mtxGgYayCQyxdkSekAHGSXDvm8fHTpq6mowW80U8gUKagH/jh8lpVBVXYXdbkdRFKJbUdrvaKe2u5YKTwVm67WluOFgmJnRGcpcZfSf7mdjaoPtq9ucfPAklbWVxVB4bYzlkWVKMiWcbznPH/7vf4jX633H759475NgELfM7/fzxT/4IhOpCVoeaMFUaWJnuThsPruTxeAwoFaoNLQ23PR8wvbENisXV6g6WUX7+XauvHKFKkcV3aeKG8jbc9usvrqKzW6j/+P9Nz0VrKoqI98bYe7HczSfb+aOR+/QhMytSkaTjHx7BJfHRffD3WQyGa68eoWK8gr6h/qP/Z5oJMr81DyZdIb6lnqaWpuODaa9xT0Wf7hI34f6qGoqTkXLpXOk42kyiQzZVJZELMHS3BLZZJaGlgYqqypZW1wjo2boHOyktqk49Ojqd67iqHDQ+0DvdX+Xg9AB0yPTlFSWMDA8QPIgyfj3x6ltrKX9rnZyuRxXnrvC8tgyTpw8MPAAX/rCl6TNhZBgELcnGo3yxS9/kdf3XsdxykHfh/qYn5gnthsjsZxA59Bhb7QzfN8wZZU3XtLZnd5l+dVlKrsrsTXa2FnZYWBogO3pbYKzQVxNLro/3H3sVLjreelbL+G74qN+oJ7ue7uparh2LOX1qKrK2NNjKH6F4V8bPuq9tLezx+L0Ih09HcVpdD+Ry+VYW1hjb3sPi91Cd3835RXlx752LpPj8rcvYzPYGHj02gonzdfmcsxOzhLyhYgdxKhwV9B3uo8qV/F3mX11lvB0mKHHh657/uHw4JDJK5NYy6wMDg8CMPLMCLqEjqHHhlBReeHbL+Bf8NNoa+RXH/5Vfuu3fuuGBwDFB4ecYxC3paKigj//v/+cT3/601y9epUrB1c4+/hZArUB1oxr+K74iIaiWM1Wzn3k3FHLieN4+7wYjAYWXloolqsm0jz3teeoLqum9Xwr9adu/4Tt4IODjOhHSO+kmX56Gu9pLy3DLbd0ruHNhnx9H+nTNOSrrasl4A+wMrdCpbOSktIS/Lt+VudXyapZ6lvrOdFy4oY/Y3V0lVw4R/vj7Te9DqPRSFtnG3sbe8RSMexZO2queNYh4o8QmAvQ1N9041C4OonFbuHk8EmMJiNzF+fIBDOc+oVTJJNJnv7a0xQiBQZrB/nc736Ou++++6bXJT445IlBvGNf+9rX+Obz3yRsC9N2dxvV7dUsji0y/+w8ilGh98Fe7nz4zpu+zsbIBqP/MEpMiWE0G7nrX93Fid4bT0e7kZnxGUK7IWqsNfhn/VhrrXTe00lFdcV1vyfiizD1vSlqW2ppv//am7eSVbj62lVymRz2MjuxWIwKZwXt3e1HZxOuJxaKMfqdURpaG2i588ZluVC8sU+PTKMz6WjtbGV7c5t4OI6tzEZsLUapWsrQ40PHLldFI1Gmrk5hsVsYuGMAs8mMb83HwgsLNJ9sJq7Eufj3F6miinsG7uFP/vhPcDpvb4aFeP+TYBDvyuuvv86ff/3PWYwvYqu14enxgBEufvMiiXSC3od6GfrQEOUO7RJLLpMjsBFgb2mP2HaMbCxLJpEhVZbC3e3m7l+4+x2fXs6ki/sCzkon9bX1zP9onlQmhfeUl+bTzdecFVDSCiP/MIJRMXLmyTPHLl0l4gkmr0yyNLeEq8bF0Pkhqmurb3otqqoy8vQI+f188azBTZbFAr4AC1MLWGwW+k73HbXz8Pv8jD4/SmA0wIkzJ2jub8Zd66ak9K12H5FQhJnRGSxlFgaGi6EQj8S58t0rZDNZYukYqb0UnoKHz/27z/HEE0/cytspPoAkGMS7trGxwZ/9xZ9xZf8KGMFgMZAjx8rkCopOoaqtCrfXjbvWjVFvJBlOkgwkQYHSylJq+2qp7a4tbvx+a4Qt/xZ9D/cxeM/gO76mzbVN1ubW6D/TT2VlJWuvr7EzvYPZbab1zlbcJ9xA8cY99aMpDpcPOfMrZ645sxA/jLOxtEEoGMJoMVLQFcgms/QO9uKudd/8vZn6SYXTh/txNtz4k/n68jqbK5uUu8rpG+jTBFg8Gmf0O6NYSixY6iwchg8pqAWsFiu2chtKRsG348NSZqGltYV8Pk8sEmPxtUWS+0n0Fj2lhVKGG4f5T3/6n6iuvnmoiQ8uCQbxM3FwcMDX//rrvLj5IqZ6E2azGd+qj6kfTFGwFihzlaE36LHarHiaPNT11FHTVnPNjVhJKDz/l88TDAQ5/z+fp/X08S21b0ZVVUbfGCWfyjN0zxAGvYF4IM7CiwvEI3Eq2yppPduKf9nP9uvbdD3QRU1HcbiNWlAJ74fZXt8mGolisprwNnqpP1GPXq9ncnSSeDjO4NlB7OXXn5KWPEgy8p0RXNUuuh+4fruOXC7H/MQ8oWAIzwkP7V3tmr0ZVVUZ+8cxFJ/C8BPDGM1GlKxCyB8iEong3/azv7eP3qLH7Xaj1+sxGA3szeyR2ctgLbFSYargkTOP8NlPfxa7/caT3YSQYBA/M7lcju985zt89+p3UU4odJzvILAX4JVvvILJbOLEXScoWAskIgmMRiNuj5vaE7XYK7Q3KiWt8Mz/8wzpaJrTv3Sa9nPt7+hcQuwwxvjr43hqPbT3vrVvsDezx9obaxwcHqAkFbru7KLrQ12kUin2NvfY391HURQsdgv1jfV46jwY9G8taylZhbFLY6hZldPnTx97vkFVVcaeGUPZVhh+cvi60+WSiSQzIzOkMinae9o1VU9vWptcY+viFr33915TZbWxssH60nrx8NpADzqdjmw6y4vffJH4ahyzyUydq45fufdX+MSvfUKqjsQtkWAQP3OXLl3ir5/6a9bN67Tf286ub5eZ789gNVhpOt9EbV8tvl0fIV+IvJKntKSUqprictObJa6hQIhX//ZV9DE93iEvvR/qxWq7/dbUq0urbC9t0z/cj8PpOPr7wGaAN/7rGyRDSUpPlGJ0GTE7zJhKTDjcDrwNXqqqrl/qmkwmGb00itVkZfDcIEaj9sa/Nr7G5iub9D3YR9WJ41/Ht+1jeW4Zo9VIz0DPsaWuh6FDxr83jqfOQ8eFjqO/VwsqS9NL+PZ8xaeM7nZURWVjdoPlS8tEViKYLWYGuwb5xCOf4JFHHnlXh/7EB4sEg/hnsbu7y1/97V9x0X8Rx4CDg/QBW5e3MOfMVHVV0fdgH0aLkYAvwP7ePgfBA8iByWSiwllBRVUF+/599uf2McfNWNwWuh7owum9vQoaVVUZeX2EXCrH8N3DxWE5qztMfn+SXDJHZXclsc0YSkTB5rbRPNRM82AzpWU3b8Z3cHDA1NUpyuxl9A/3H22WR/ejTHxvongzv6/jmu/L5XIsTi8S8AdwVDvo6u/CbLr2k3wum+PqU1fRx/TFKqSfbFznsjmmR6Y5jB3S1NVETU0NW7Nb+OZ9xPfj5JI5LGYLQ61D/MYv/wZDQ7c+6lMIkGAQ/4wUReHpp5/me5e/R8gRIm1ME/fFMR4asXqs9D7Ye1RCmlfzhANhQvshouEo6USaQr5AJBQhHUljz9gp6At4h7y0nmnFYrVgNpvRG/WaT8K5bI5sNks2k0XJKKQSKcLBMKsLq5ADm92Gf8KPSTXR/dFuquuqqXJXQRY2rm7gW/AVW2i3OqjrqqOq7sYH5IKBILPjs5SXl9M/1E8hV+DKd69giBsY+pWha6qQIuEI8xPz5NQcTe1NNJy4/oyD6ZemicxHOPXRU9iristtiXiC6avTZNUsdfV1JENJQqshdEpxbkUqlsKKlQcHH+Q3/5fflGlr4h2RYBD/7Obm5vibv/8brkauErFEMBlMGA+NqEaVpjubaOy9dsBMJpPh8OCQna0dVuZWsFlspDZTxHZjmGpNuDpdmEuKn7J16AAo8NY/ZZ1e95P/ALPFTCKdILITAR94nB6Gnjz+1HAunWNnaoe92T0ymQyWKgvVbdV4Wj2UVhz/FBHYLzapKy8rR42qJJeSDP7SIHbnW3snuVyOlfkV/Dt+SspL6D7ZfcNN4M3ZTdZeWaPtTBt1PXUA+Hf9zI3PkYqlKDOXkY/mMeqN1LbXksqkWB9dp9pSzZMPPsmT/9OTlJb+bFqQiw8eCQbxLyKZTPLMM8/w1KWnmEvNYaowUWmqJBFO4Ox00n2hG6Pl+A3a9eV1NuY26DrZRT6eZ+6FObKGLJ5BD65mF6paPBWs1+sx6A0YTAZMJhMWiwVLiQWD3kB4L8wL33gBJazw0Kcewl1/81LT0EaI3aldDnYOUPUqpZ5SqhqrcDW6KHdp9wOCgSAXn75Ici7J+SfO03jyrbAL+oMszy6j5BTqm+tpamu64YnwsC/M9LPTuD1uuu/rJhaNMfXaFJsLm+gzelxOF84aJ7UdtTgbnYw9P8b+7D491T3829/4t9x111238r9EiOuSYBD/olZWVvhv//2/8cLyCyRsCeoa64htxTA4DXTd34XD47jme9SCytTVKWKBGKfuPIXJYGLxx4uEdkKUtZTRdXfXdT/NA+zM77Dyygol1hKUGgW9quf0XcdXEx0nl86xv7xPcCVIdC+KqlcxlZko85ZRUVNBmauMTCLD5NOTpJU07m433YPdmC1mlmeXiYQj2B12Ons7b1oqmogmuPL3V1BjKjWdNYR3wmwvbJNNZ/E0euga7sLT7sFcaiYRTXDxexfRBXSc7zjP5z/7eTwezy39TkLciASD+BeXy+V44YUX+PrffZ2F+AIml4mK0goy2QzeU15azlzb20jJKoy+NopO0XHqrlOYLWYCywGWXl0ib8pTd7qOEwPafkW5bI7F1xcJTAWoaqii5+Ee0uk0o5dGKTEV5x7c7ulqNacS2ghxsHVAdDdK8jBJNpdld30XR6WD6p5qfPs+YtEYJkuxwulExwk89Z6jJS9VVcllc+QyOTKpDJlEhnQ8TSKcYHViFWPSiNvrJpvLEk/FsVfbGbhvgBpvzdF1zF+dZ/XSKh48/PIjv8yv//qvS9WR+JmRYBD/wxweHvKVr3yFS8uXSNeksZfZQYGS2hI67ukoDqD5KYl4grGLY5RaShk4N4DBYCCXzrH6xip7S3uY3WZazrVQ01xDeC/M0itLZPwZms420XjmraWdcDDM9NVpHA4Hvad739UNNR6Oc+nvLqHsKXh7vPg3/QR9QWKxGDqdDrvdjqvWhdVq1eyBUCj+0RV0GM1GDBYDEX8ENarSfr6daCZKMpnE6XXS0dNxdP4gsh/h6o+uYggY6Pf089nPfJb29ps35hPidkgwiP/hLl26xF/81V8wHZ0mY8mgV/SUVJZQd6qOljMtmgE0oWCImSszVFZU0jfcd7RWH9uPsfjjRaKRKLF8DJveRoWjgu6Hu7G7r12+8e36WJxcxO0uLvu8E+l4mrHvj5EL56jqriIcDqPqVKrrqmlubSYSjLA4sUg6lqayspK6pjpK7aXoDXoMZgNmqxmj1YiaU5l8cZLYRozq9mpC0RB6k57WnlZqaotPCYnDBK8+/SqZnQxtFW189IGP8slPfhKdTveOrl2IG5FgED8XFEXh29/+Nt/98XdZTa5yeHiIvqDH2eak694uattrjz7Z+3Z9LE4sFgf7nOmGQrE76u78LnuTewQWAzibndSeqaXlTAvl7uNnJGxvbLMyu0KNp4auk123db3peJrXv/U6BysHlLWXYS4zU1NXQ2NL41HjOyhOdtva2GJ3fZdcJkd5ZTmeeg+uahdGs7E4a/nFSUILIcxVZnSlOqpqq2jracNoMLK/u8/8pXlSvhTOrJO+pj6+8pWv4HBcuxcjxM+KBIP4uXJwcMAPfvADnn35WZZCSwSiAbKFLKXeUjrv6qSurQ4KsLu+y/LkMqaCiXJLOflYHovFQm1XbXFJZ8nP9vQ2mXyGipYKGvoaqKq/9kzC1voWq7OruN1uuga7brqslEqmWJ9bZ+qfplCCCg1nG2joaqC+sf6G7SZyuRx7O3v4tn0kD5Po0GE2mdmb2+Ng9QBnixNbtQ13jRuLxUI0EuVg94D8QR6PwcOpllN86lOfoq6u7l2/x0LcjASD+LmkKArT09P86Ec/4srkFZY3lwlmgphcJkpsJZRXlBfnHkejOGucnPnwGdxN2hJUVVXZm9tja2oLJatg9VjxdnvxtHs0nUt3NndYmV2hvKycvtN9GM3astnDg0OC/iCRQITAdoDgXBBbwcbQY0PUtdXdsPT0OIl4grX5Ncb+cYyUP4Wxxkhdax2WEgtqTkU5VLAkLTSWNnLvqXt54okncLlc7/zNFOI2STCI94TDw0O+8Y1v8Nrl19hUNonb4ti9dqzlVpLxJGaDmcHzg1Q6K4/9/sBagJ2pHaKhKPoyPVWtVdS01uDwOtDr9QT9QeYn59Greupb6lFVlcPIIfFonGwui86gIxfLkVxL4na6OfWLpzR7H7cqk84w8fIEi68tos/r6X+4n+bOZsI7YUIbIUoSJbQ52rjv3H3ceeedlJcfvwwmxD8nCQbxnqKqKleuXOFbT32LudAc+6Z91FKVpJIkGUnirfficDmwllgxW82YzCZMJhN6Q7F1RvowjX/RT3grjJJVoBSsLisWhwVVrxIMBckkM1R7qnHUOKh0VFJaUkpgPkB0OUrNiRo67u64rTnUUHzqWF9YZ/HKIum9NA63g7YzbaSjaTiAGksNQ+1DnB0+S19f3zVN+YT4lyTBIN6zZmZmePnVl7m0eoktZQuf4sNcasZsNWMvt6PT68gqWQpqAd7+r1wHqUiKTCiDElUo6AuYykzYvXayuizooLK6EkeZg9BCCOLQfq79aGbDrVAyCvu7++xs7LC3skdsN4ZZMVNdXU2NowaXxcXJlpMM9A1w8uRJeToQPzckGMR73v7+Pm+88QYXJy4yuz/LnrIHpeCqc9E91E1JWQlqXiWfzwOg0+kwGA2aGQvxYLx4cG33gFgoRjgUZndrFzWtUuGooHmomeqG6mLwWMwYTAYMRsNRT6aCWiCfzZOKp9jf3Se4F+QwdIiSUFCTKrasjfa6dvrb+jnVf4rW1lY6Ojqkn5H4uSTBIN43VFVlbm6O0dFRnrv0HBsHG8T0MQyVBlx1Lhq6G3B5XcdWHuWyOaL+KMGtIKH1EOlQmnw6j6HUwEHkgHQsjaFgwGKzUFJagrnUjEFnIJfPkUlnSCfTpJNpspksAAaTgXJrOfUV9XTVdfHQAw9x4cIFCQLxniDBIN6X3gyJp59+msW1RbbCWyR0CTLGDFElSpW3CqPZiB49ZEHNqOjzekxGE64GF94uL2WusmIbbyWLf8vPzsYO8Uhx3kE2kSW2H6O0vPRo/6LUUkp5STnV5dV0eDoYOjnE0NCQzFcW7zkSDOIDIRgM8tprrzE+Ps78/DxWu5VYOoaSV8gb8hRMBfQmPTrTW+26KYBep8eoM2LSmzDpTVh0FqwGK6W6UjLpDE6nk+rqaqqrqykvL8ftdtPY2IjTeXsDhYT4eSLBID7Q4vE4BwcHxGIxUqkU2WyWXC4HFNt4G41GLBYLNpuNsrIynE6nVAyJ9z0JBiGEEBrSp1cIIYSGBIMQQggNCQYhhBAaEgxCCCE0JBiEEEJoSDAIIYTQkGAQQgihIcEghBBCQ4JBCCGEhgSDEEIIDQkGIYQQGhIMQgghNCQYhBBCaEgwCCGE0JBgEEIIoSHBIIQQQkOCQQghhIYEgxBCCA0JBiGEEBoSDEIIITQkGIQQQmhIMAghhNCQYBBCCKEhwSCEEEJDgkEIIYSGBIMQQggNCQYhhBAaEgxCCCE0JBiEEEJoSDAIIYTQkGAQQgihIcEghBBCQ4JBCCGEhgSDEEIIDQkGIYQQGhIMQgghNCQYhBBCaEgwCCGE0JBgEEIIoSHBIIQQQkOCQQghhIYEgxBCCA0JBiGEEBoSDEIIITQkGIQQQmhIMAghhNCQYBBCCKEhwSCEEEJDgkEIIYSGBIMQQggNCQYhhBAaEgxCCCE0JBiEEEJoSDAIIYTQkGAQQgihIcEghBBCQ4JBCCGEhgSDEEIIDQkGIYQQGhIMQgghNCQYhBBCaEgwCCGE0JBgEEIIoSHBIIQQQkOCQQghhIYEgxBCCA0JBiGEEBoSDEIIITQkGIQQQmhIMAghhNCQYBBCCKEhwSCEEEJDgkEIIYSGBIMQQggNCQYhhBAaEgxCCCE0JBiEEEJoSDAIIYTQkGAQQgihIcEghBBCQ4JBCCGEhgSDEEIIDQkGIYQQGhIMQgghNCQYhBBCaEgwCCGE0JBgEEIIoSHBIIQQQkOCQQghhIYEgxBCCA0JBiGEEBoSDEIIITQkGIQQQmhIMAghhNCQYBBCCKEhwSCEEEJDgkEIIYSGBIMQQggNCQYhhBAaEgxCCCE0JBiEEEJoSDAIIYTQkGAQQgihIcEghBBCQ4JBCCGEhgSDEEIIDQkGIYQQGhIMQgghNCQYhBBCaEgwCCGE0JBgEEIIoSHBIIQQQkOCQQghhMb/D9TqUcoIpuymAAAAAElFTkSuQmCC",
      "text/plain": [
       "<Figure size 400x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# animate a smooth transition between g = w_1^2 - w_2^2 and g = w_1^2 + w_2^2\n",
    "# note: restart kernel if ggplot renderer has already been used (in any of the previous plots) before running - otherwise frames are very low resolutio\n",
    "section_4_2_helpers.quadratic_3d_flexer.draw_it(savepath=video_path_1,num_slides = 100,fps=20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 421
    },
    "id": "AXPW4N2BB30Z",
    "outputId": "2fe92d9f-9142-4f96-f919-62320c919c9b"
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<video width=500 controls><source 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1Cjze2sPTD5CCslRGwqWcJ1oBpbn2P6E45XMBmXc4RPj++lj2Qa+yUA2ziRJe3G6eQhRcIjqQOlMdPUZUMtuUHQ3kGd/xsrtwtxsWtClDtS6RhVdj3EvdvrGbHzCeO+jvxPNqTFf5MVl7aBYjFnUQFzbFQ5Mirno8NOgWdJXImf69MCN67uRgP0z5dZiafzvCmSglfRxu0UuRPZqzQJOiYzBMBW9HFRKi+Uf5SzVwoaKPs7OEo7bTEdQMo6HYJcavMUmJ2fgb9O81CsUXLlyaibsYPl/EX8oHZev5pOx3mEbZCMxKVJVQm3fL74fIddmcAPjNMorqbyalBfXw5rYTju/wclm5vMCHScZEt1/if+AFxEhPhILUWkPC2Ztj4WG9/b5i2j6CdP/hy7lHs+fpzzx9JjKfkHF7GPpN5nrl24PQDVragx/K+x35asTiqih6oRH4j3cJYNR6cOuQEZrq0gxtZP8SHHeUBwhWD3myiyd7XHwFthbd5Zzudd4RjMySXF9jPLbSqPrRTtJvkCdFP9S3qhwWGQbZtzpPVi68Kssr9aGs18HIRjI0wPR0+DBmvrbZ+3N8W7agwxnmtbE2+G3xYGDnDHVpawPWdwSLBG9AdCHS0lPtbvVWl5Was8nefMAvJVPPZhdAki+f8MPNuMYD8lL3PuvQ0FsjkKcpUrDhEpofICTU/vo9Po32cleZFZ4hEP3xfDrfKVkA+UNqKdU1kdAR9+xABqaiQCSgxJzBb5lbWomnxhH8YWebXRy4dr4iL4GpXo+luSkwaOXF8RxaozdVjS8Dq2gkcd+ecDoBw25shAOxmDe9EXP6lRaw21qupagCZ1ZjhLbXeQpiI5HaB7GXib0/4yRqJqq5Hq3eEFfPUC/FKc0nHjaE191Kmyd4G70ORpx4YAjP/KC+Eemmmxf7IBWjba+0ESAFj90ARuudeJtfUO13z8XeOidxkxNR0thk2n7WHD/Pv2n6OJ2JCqkms6PKtYGUaXZ/5S8PlXmlDHbDLRpKqOjn3HcbHOLfy2QG/gi7+ujYuUTdTUzuW2uORD5DJmoVy71N95RGlrPEyHXUROGW/nOZKLMYUbF7OkzfgpaFY5XahCB5IRe1a+CwNVlUgm5p55M6Ap4gLgHPHxMgH7sDIVl45+6FAyiQVKx+M0YZmiUSBiuRA6oZ4Vw2uA5MIdFHYYbaG4nd65xndGaA0K2+SyhBED5GykDWkkaVO0crj1KxdQki1I4ecQze9F9FRmNk/2WvMYSWtVg079Uxuf/oFIazDog+spEuEBBIBiVesXZq3Jj38JRXlQTogZ/taPS8DM0/T4ieZTR8512p3b3NxmzlNt2BqzJt4ilEw/xOrwm68pKs+g8ySR/ROzMgV7gzZ3qPjg2Eyo24MKGM7XDL/9gvjyMfhRZjhruchApsil3Avd+Bnh7LIk7+Gjd2lnuc/hxkSmKDk4nua46lBSze0awO77Nb3q43qRjmRjL/Lg0Fn+M44s/B5Y9Y8ABFWlz8f97wMDL6KNfSdZRv1ZP4KSsrsVttkRti3Tbe6coG7BRULDr91EjteS1Hcr+sn/pqFvAnqqd9/iDEyVQ3+4kJjMRHUVl6aNxqGbHu+Vuc4CaMnBShzyp+iZhXDfoKUpBUM0pMVpHUvop73zugovM0F0OEDQMwzYBxtsUinboadsN1mrCtPymIc3t3asnBTkRdL0BdPagnGKdqNum+Zuf+JZBnyX4Sk9thWjrgBDfH7ZYqbgZSMHWKpKnEuAzD/67PC60qUZ/pX1UJjNTgiOeSzCZ1U1GG1et0GScmC1nz4hTgs0VEZvWP+gyykpnZn1RMDju1pwaEMKiYRlvRYK6jfJ9JiktND2P/8V4tWbK0o/4TIFAgcsbzvbE8rhzJVY0pbZlBmyxQH8wHYWnk1rJxVxURyptpODirmm202yqqW7BpXmQ/egdIgmqn3dzmavI3XxKL07n5NisZS2Yi6TbJvJMW1XeQnPNRKFvJjopF8z0cvvGj6IwsHr/nK0uFrpVJ6sYLIr/9vjGbRSM6OvrmzDaqsGoFYrK7pgZDDnNy3ilN3RP2oL7j5gE9SgfApe2Z8/bOI2XzdJ2NucvPqzxH8Cf/gpW9tDeI1ZQ5GN0Hh00ZNNl0Qj5gdN6qGgdko/P646fpFTCEeL5PwF/3DH7rdFBbOXwEHUUagcZdlASRhPm3x0egWCFNIRpyb9TidPucafmAd9GywV0Eq8h9rde7vvYbCFvNFvR1qRwsNnSRGIFFWfFYU5E15jNuL17oyzmAFu99ipwcTgGwAeTH5KBnqaAoM77id9CrDsGFZHN3e7iWs35f0zGoxCprnJxO0te3XOcBTSBjsJKbU18T8Gr9vromnRqyist1QnSN/W/lIDi0K+mgKGI6qPPhGlmzXX7acVR7VzAA4iz6nevPoaVuC+RMLir9/LEVJjCigorqAnRZszwbS0XMbTeuF0NkImZkMklQBmt5FkxHLdPzQGhrzGgZAxL9e46WhXx2tnPn2ZHv59D+QB7an5dMnv3vShPJtg5i/PrJRQBYq0cDqLIkexpjjO5yK+LFUpeJ9o1Sg9jKSWhUMo2w1ySAGzBJo3mZdP6YNyfTofEZ2FwBEtzdJ7uwjBJ4cfRxgKrLD/TAty33vBUwoyfy4XZAGoP5LFQOHgAyhIByPFqDesesHIsFmVuPFFJskCqDUMmOiigauiH/FlRwr4CMRdVgpRGJnB0Sr/SZlAmFFiVV/6lqccV6dAQXO0jzhCLdCuBJDpBfbM70Gybx8aHd+N5LbT1o57K5PFSw4+JATpgkk8AmFgliIrfjq8Ejo3OAMYgYkdyewK5AD4epeZPb+tMsWTKlCJNCJnq69rBWxvuKi7SwGK7N5VoS+FGjY6W4O8rCuRYMH3pSBgdJCLWm7Y2sHMOkbaeVNcQ+pbfKqGG8pEGiPaiD2CgqdCzx8yHAl7ySysvCe64/sh9HYVALzLAHIzzQWDzcym70UsxuXNkd5dzE8s8Vv1uXZXE9FIAmVQrCiCOTMNOTfSlCVR/S1fnaR6h+j94U0/UqIK+D7C37xISSYoVvk6UoKrBl+7JD4QM4GocLlwVcjf8ALEq9xiQHaMlDI9/i1PsSdaH2c3jUbronWi/oS7NRk2aK7lrGQroi0X8GuAG8zHWnDOkDvwEyEFo+xCphasTTGX/Q7dkekCqNtNW8kgZrCnrxP0uQyCS9KdHYAvQpRC/hUU9HPXMGhP62SJRi8sACqON83r4qfUK6KN5vS8rYeJH53UQPALI6cQmkIBnK0Zr7g7IiDXHyAT36vlRNkJuDcSj1HLhUd+dNrntM58fBEwIPtL3nVUBlty9vgUDBw7TE7LQkh5UiAEBzpV+2RQ+o/yAAB2xh3Y8Ay5gMnxiFuVniCS6ccn9gtoS2VuculuCpk5JmT4hY5ee7w6nTBHNGo+NT4gH0YCiFj9Wqi+iZnBQAHaTruaDVjYTtoewXFojXIuyYNqemzKsY3HWVKFe1MFhCFcgzWP635oGbVBElmaegr4hOrB8F0Ob8lsSonbyHpUfKutB9/N8FCDWI/JL7oUAeU45WMu0RqECMWPJKteiH+EOAk8vw2I3UXdi4/5raioDYlPYjDUzMNG/FBGJbYRIVdAa6RJJP/d5fVg2As5dcO71e4c/7U9cW7j+hqHi2tAu+GAwQK6JSPCvOM/FDo3d8ui1S3MfdAdXxtRKKBjStc4nGdeF71q6IfeRdf1EmOAA+sI1s7nPrDKux0RTPPq4+EPapb+AAVOjz1RnvnFDxzAqM8vv9a2iIHes9+hZ9ADBd+2Gzfo97DTagkDhncR9Up2mv0KIWXRhlhXCKE0EYrP6wsR7hVsK0evi5OxeVQesqeguksChdjSAl2jJ5hWWZe44F5c/Kgfz6vpn14UhYaRIfOdme8+QZaEYyuSDCQQ5fK/nnfSP67hmhQK6sLAdco9KwGryRn30y1GXYtklOopnuymU1Si58CZEKxuJ5N86ORLf3hsDYc0LF1c7QQiKD9eafcoGs+I44CgN4B+mHlIA5JezYXMK9xWUbR5Rw3KnWdpn4/K8EEYrv+60n0eYkAWCxH4UIybncBUdo1Vu6Xpmep01Mnqh2MBj0jIca6B22gSY/e6stVAkme0O+fg5Ec6fohsalVxG3Z2Cx8k6HuzhzBo4gTTrerobbgxqPDk24Fmw7Xwdl8LDLFmH5nhyuKJ30gH17O+OCaF6nFt35vGG4Ks1rp2Bs27f/BZkcG3OPobiW6ZIRRTXQj/zBGzJyOGkODwiAJ6jokVERBHRMDQ9L5a8cgmtDxdLXpiO10n052Y7TyeU2cVk8z+8e4s3gswHU2c5K5fXjHAFIIM2a4it3alr5kUWvuUsUAP+O0i40S94JL2X7T5Qzc7jIS8vGXO0se8zUA8Mz/LRLJT6O9rEu6NWGpDumEZp34ygdeCjDuEuXrRavcquJrcxtmLtGrij67rFBuhsOWAngGIa/mPrQtFeN4fTiVKHJ2sGewOgnRm4Ak7RtMRTk89RpXssVgi7Zy/pFnAEkXs+GwIylybalxPN2T4zUFjRDYA6w6/xxjbALknvJMcKw5w9BhyBy6l9m1RM+Cx4FSary13cBr0jwtlYzY+nZp6u4yYZiKu5bRmjuzrjhjjIgD9+NVj535ddbnhMgQhcuwYPnEp4hTUpxff0XW0WvKm0PeBH7MXm2EQX+QGInjSgN3leGHLHosDJlvbzZuz5yISWTFDMHRJnYAeY20Bok7SyCO8LBA//mTh39L8W5/ZBroiuvMgtI+yCDfjXTdiHCBgSQdTkLq/vohHBgLoFPMhDOS0ABhS328Bf+qxjShBmQgbF5Gs187H8itIoXz94aJNeEfTmE+9VamYORjQcEV6lHaKA7robHRLamqdc4M9iQqPypf3R26W5xwA7iJFiNgGlw3U/fpt+DgA1zlKebhDboVqYROw5/Zye5zuKZy799ALWAonF7AD7qljgoRqwXr68PIpEhsH28EbXLfbJ5dV5x/72sO5/Xnkb8WwzP50osIlylryXvbGbludVGoBXVCWUtcxzvMmh+mh8/78fGyV5muwHtMf1rwxHOqB4H2VmPF1T+QOOPzM+Nv7+ozHmyQN1kZ5g0rAQQZpOJFNcPp/GfirWixkA3iyflwfvzqNdDfg4ENDHCcfbmVY43Vb7GxsxygQZEgliLVBO+z5Wi96C4ojGGlA7AeYgYeOZSX62cqeb5qpqY3sTPpWDYUA9JQKYW2trbuw+qlFbvhkfXtmr1gHX+cU+1NJFLXQKPesmPQe8xjZv6/Uj8CxDVSQl22tvTwN6wYCC6yBr0YZNmI+j1yZlgsd0j4PgvPR3JxpVDX7MIkLV9GrX6fZFpWrQqhAxrh/+XTIqoclpO+Dtc2YJ+bzst1pwZ6drOY5E1ko2tz69iu4+AjFrX3FYeBdLsE2llmIRbRdWB7rwpJF50/Agiq/BMxZfkLkFrM+1hR1rUzjlDJi9PgKqclwdKi8/eXoWLEw4eeuaqUnNLWaTC/y2bbPF4dqDRQI2yUCwFY1v6/QLfl+OoldoO3a7NHOT1uZm7t8mx27hbBfP4fr85bOD8/PkBwVNCYT2tQ/sGpIGKIANGeyo8H3XhmXZ9qIVzcjAcFSnagN8DIsqDdaaTplAnkEVZ8jsvj0j/b9QAyw4Py+XS8dUN95WMI70F5P10ewmn4O4tACNF1Jafx5b49s7n5TtLP5jMdJtHV1372I6MwLel/WNAsGfBpd957WcZR9Xkh6oagfxOK43w+alHZbpjlsGwnGm9Gxs8ZXBhrLB7MBlPXydEg3KF5pqyMFVhHN6k+wRHjy4nDNqnjTjeKWoq2jZ2tkOW0tAybCE+s9+peYa7A8KYCJ65mdIrgNqmEbsO6mapScVL640v/u24ocZNEOUkghddcvjd83AFy1ejsYuEnWRMsNm+TSJ2+7cLPynr378QzzlWF/Zie3PSYMBXhN8gDEbDTL/IZfjANY9mfEjjoav+pVmpAbkDE0nIJuWVzIDp3YMbwJm0HUuMLpYOdPUzfgFjRdWj7NzLHCZnd1JiiD9GVlRsFKOUsVADIBwa/I6s6zWeaITXmGZRAxu91uaXabJZsHr6U/z515Ifm7fLCh37oBYQ13lwKH0DOZ/7jWbc0Ju4narX9huLUL1lTnOy2p3QtYPlsDqVhIPBrQn2XfO4BZMec/FNTuePJCXIkQ06y5J/03fQK3Y9JvNkKi+ppE+RWgomw7Wj2gUm4zDfvgC+pLgAbADzCJRdmsnK7Nt2AXzmFEI7dGmYofIerouvif61asrqqTYuk+FigU9aIP6sJB3PcVOLj7RI9y0QqDtmJ72sCGBGf6fBKVjsxtrXu3easS6u8hbpR8o1duLghgIoWHd3UYHwlpRqdCsUfF1d20kGw4dWFNm0z/K4cegPoV3jazJhu1G7hx0iVnZhq2XAyZlmUflG5IUgUXwZCpthu1s2VRpnmeLsCbX+z/WKnQe7Qe1bUkQ873+fME/veVI7qnWbDFVZ07Zmy+Jd1jLtgEz5pD95dFsHP+Yr60BJ+jVuY1MbLnSyTrEO6YoPpIIe3akoRwBRQguXAUAK1JFpSM9aXfnbhCWwFfdv0dfY6EOdJoH3zTvfSGEJWRqvRbeu070Cm38oUbz5QTEkpZb9XBWqbhGi/321qs9eYBQoQC0iorfQodDfAKhEEMjBb2VPgA8XCpnzWA1bH+GKTi9U0xA3PzvtfjhqEMRJhgighmVsKZWawpBFQqwctGCkItlKvV+VLaqrhauXmOvj893R7JjIYzGqBFAHPuy8SJTVSNxlmdto12TZM2caILjbkBwuD/VO4lkiVsJn9dRadN8Oi2tbu6FpM257VehQ2/Xn/6kzmjRZMRMvQKaRKhHeaf3voL1hpXMf5awGS1lsHlI5g32CoZLjeJqDC+fer2CX3xZDgh85zcUo1denii8Yb1PlB6XR5EsPSxR6/TDeEPtSiy4lyiDKvp7VCWU6ODzJoN6gWKWWjl3IeXTyyxysME+Bv3aDrkTQ8HizdtKEAddd3NQrrxpq49XKebk740Je3qasAArwcDMkhvCGUBs3F2+s5Ad2AUiHZcBzAczrtLXp4/iCc6IAdeI9zyJY3P80mObpnicCSrXmSXWKMFCGSWnTbgsS/WfZg0q8Au5U3QWB2EiQjhDQHFZR5hAgPyjofS/f2jpR+o1N40z70uvxdr3T0vysrOIi75CbI4+zxgQkBJR5v/U/v44cCknQC5XwK8ytR0xlJbmBlfFJLW6FEKJKASMCVdFmnijlZJWowp49AN1HcHTrTp2Sv/3HfK3HKdCf0JFiBTTaY27oFd3lbHTSjYAH3cTFk4vaZKHwgQNvXtftYnAWvFaGBTXpRGh1sE1UqWhQw4md9WXuDE9nPSEYcsXKjuFZFGzFt3RjRF2G68vpeErto2clGg1hsdzYADL1uNVvRUL94Lu3Xi/JqxrGZ5WimGbDN5uYVb/wQA8U/sTlbz8ho4Ktt5HUC6ULUGO+Efss/c77hPyC8L1Yd3K5PpwhO/CmSXpFtylq6rV8L9L39wIAWu9I+PIp3zuaZx1Bd3fqogCSxhkVsRffwyrI8a4sQ6nLBf58B5Qbghn9mEcE1L5vaghWpH2HgUWPNr5SkWQamxvhtCtEjIi+3r6q88EJ6D2EkhAwH2ML29kVLidd45ycacIAeKJXbfZgPqgjM3sOwGvKYf7taq08V8pKJFW5xILDl6DPC3R7IyhgAN4eq1Kbt2EuIGzmd2qtwTjHgJbe6lr58DK//X1WikPwfrFzcvnuNVfEt8QAf1uDQ4dYG0mmPY6Bs/69xOjNg+ES9R3vhH4dLsssRjREjHaIi0eFfRmnSaOEbPGNT3xcCOoN6isOsUqP71GJI+LhbUnGqR77nDxm1r5G9v39vMBjYZXduUPR949l81d1oC7ZHjwnsF9ubEALt2uIG4ghdo70Gj46Kug2S8RES+s5EBYs4+k28/cLgHuO8Ec9SrmxAzJfOzyaE804pXJfG8Nn8RNSZqq5jjB7yM9hpBWAE+TNB88Ijo9yz6qD0Pv4vEbdBJQQIAYamkKofKGKIk3ir66TUQB3kVUkRb11ShV9AhoxKvgAAADAAADACHhAAAJP0GaJGxDP/6eEAD4I+5AtH1HGc3iiMsKR0j+57XLuF9jZMRgAMGU0sHNPHEUGHiSfNEEee5N7wMleV3NZQ8qUHng+atDDPSMoK7uyn5tkNmG56TROMfh5Qrhu8dvGPWvRFskJ7QbrAOhhfzVncxrepZhE55GhFAUlm5K06glryoFJ2kr8Qxua67og7WTErcu99xJjlmdEf7eeTy5pRATp2HGQ6rMcvOzwWjaMKqOSyiXlDqR+iA7320V1ZrxT2DvMuMuMFE78s0H7cmT0OAEtNijbRe+LLyMebQVn8LQnQjgnFC5acNdWC53URWPMeyZKetr33bt7xeUF2HfnjHSwDcBk2+MjnSko0oSKr3UZC1Bpn+nSBznRJv7vR3pAU0zGSZbwwGc2uRuYbcMDpTiZsWuj2d4vTPVZTEI6L6bLWghRmh9zcilJxRg4XkWXdpn7RK3cu0Qr6ef4zFm0gdh3pYCoWuZ5ZEeHW9j/O8mfozg/AZiAc4jF/qDPeTtQEp5XLP2hCoPTI2DQcC03JNuFYuQhqI7KPs8vl0PS1H9ioHZ+mlHw+FPrKVl/5258tAQqAvaMjmFD6sR+RQdwqP6LsW5PqOYDxlr1oaI7iakUOsnj4+tCO2NtGch7/diA4HheiAbdXUreC8DOdKUJbubvgrFFFooIGwoqpUzZWczk38/S3Rim2cb/ApbdNV9O2T+4KsbqT1JD0OfhT9Ej9xF3Hejthge3qSbIwvkZaCKfWJNZ0I7EUu++EX/OIxCfPyM1x/lReygXJ2OOKR53r4Ri3cLlahjVqyNKkCr0P+cCGUNhkowgCHB9fpPRiEGrYpnTOwGqPzJqaXPLwc4wY0AZWuz0xz9QiZSXXbaW5dkCa0a8CbvD9xc1RyI4BD+y+OLqVBYkpX8nDoZQIjrP0q7CrVFlAKrwLeh1qoDreBqtwwByW72Vs/Muuh89gOPfRPt7hpnaPN2fMCBPaaWrAN6OHdoSjZzICUY4/CLivJy2nEHIWbkpFF51WAeZxx0CP3y+PjxAG8QSdrKRdAzyMDxVot+NGgprffdi5de8WxaDi3B1nF6uI+T7en3MNzWL53TAHmeqXnQ0zomX0XnF17h3rdLU816SUN06GKc7CfV30mfF//fMqfBLfp0Djo8gW2zN7g6dTu42hTSFN9RaWmiqDqGbS3GqynfTq9W39pek1KBVKpzPYcgbsaxHY4FNub9BfQX22h7f6ETwwiaoqgCzCqUP4kgwPNlQvHwLtmbiPJelb4eXAsD2w5rJR01mwzdFCTyTrF3CCSyRu83E1xnLGzdtnLNGoAJpAEWzj28n1RyPLR67KqsVGy8u/Jw4mN127DOu9WlK6fRMZAACxIiffIL7ebc4A7E33P6XUpgf15mrn19Bb0L3F+Eavybc4EKNxl9m8I/P1Had0OB5N+9IjfZ19JYnpyvWsBp5diumzfSrbQclR6Qz+9urDR2fb0cyMs6dsuGDJHArWKLvFO4dGzKiqVXCyk69e5F16FtBd43gjLWN6rb7LUK5jwrM3zPmYWjEH6JEFzOD8cBC6Jnuykt+SE4QcgJ1StBpcpijTzhlAVtRRFv5qMhf+3X8gJ9rCe3Tc227Ve197q1ySBcgW9ddZtJpNY+u+U13YTH6mCltvNcZkchIol3seg30GgRXHzqWRL2rchy1QFxtkyVaNlwkRyIIOZYllErtkZtlrJP+dawPaF3a5nWFusKihVkJKL9lCigiI+m6gtTK+Q4i/xPTzIM3r+1RQReVPbumg8bev0j9uUDEtpMLN1rN10RsETgqaprDRuESJv/ixK8pwIdP3x453xqPvKkrNInd3Ehel/7GOn88p/9fuGaTW65uV4XtAPB46oR1yX5Eg6oCc/dN+HO9Kp9sg3Ra5LkMAh56IccIpd4A6aAE3l9/cA2tyuOxD1XQysFw779N7FYA4PzYbwuNzKoHno4jeEYNQ9OttA+fwnivJIpe6yC7Gb59U7kDQBiYHDJ6KK9GpQy+hMMwkTngnKlCoe241ptVFa7cqHW0oma0iH15u1ePeVaKtJvtIlfsOOettYpFalh0s5iUjK4FLNp/uSMdiJaOB7QrHccI0iVVHJz15jaQoCjiEMJgX/couG+DERoZqfZ5M53lTic1lBElXbU0mCtu/oaPt06mAgF+X+LaduET887U/u9CBqIWpAgtt7qNLKjC7KDu1nmcSigXa83H/rv+lB5wywyewD8mku8GpeeVP/f+5xQpzq0qeuDZYFtatj3gVy0UGBGkls62X7V2o062XOtIyE/rCbi/QB1iwuUn6iTkDvY+3B+sAcRYeIe1IISK7ZE1d36dmEsSKQP7FqhxeWXFUnHwHxGhwVLqOj8UQwthtmLs1KAgyAIjeLX2APwTKh418K0zaDUQuaQvDnGr1jGnzbRVoMgKUA+7+gCMrdSucuo9YGtdGkDAv+R6dlWZq0YAb2kV7XYaPSMuh4KrRoySTRFkkI+FEDtwi4jndvWEIXPLyx3HG9GZvxkagIMHkM9TM8U52o6VULqJY6tr1JDpS6WN9nxdhfV0ZoZF6K/NVq9L5Lna3TXVBIRzFxWPjtPYmRAwcRUS0d7CIYhG3oazaBCR7lnug8L/MROoVHVECzpN8JqCnW9RHdE229gSTuWVnd0cQP4XpSG8rZfj4aJDwothVIY6wIL2zPLaqRuZqqMxfkgk1DXzbLYIYVos6bsUr2+gekPKn1ERJbxM1GxKeByuvTae44BxC132E51MItJ95MoA0NDc4lrjewX5pgw2jTCaUsCJrCIk8K2ScEqXucfCiTsB3hq1tn25R1qmrP8WXc9nqPnkC4j2mfToGeFJy8iSg6a5zTE/GGbwrnV1wWROB9AZ01ZnaLE1dBN6EF6YgzbHwFCTsQXmuj4rDvqltZ2O6BvN7+96oG+Xr2XCFNS0w44WOORQh1B4cAHeOl99fmXXaonyVjFmgOGmCa8FE7xHp2kE74KAim+3oLZz3FE5GTCjvHFjqunP54ZZi7pINypm4meLImdo2zzwbHqKt9g0m68k5hfo696yJrsxJmiTYjkegJikhFv9t0Q8VEFAKpTqgEyzV9df8yz0Dda3Fr0IIw6X9R4OiYrxCao8rtzgLIlhlvGeaquWYyM5aX9j6rEWLS4v2AcE0p0mAAAAWNBnkJ4hn8AGwSmP+anavwEZ9m5xxR27rQdBtZcOE5GiWwAALi7YYuTh9y46uD2ilR3FQ94lLWMdw5yfWi9UY4+l/q0mr2GCKR3WgKCPk0U6brDjutUE/3gwLWmY9qSCZaLkUV2IKOPtfeBKwUIS/vVhx3qKXsbu2wgXAutQdvoI40kA1sF36im7XDdMrSq4RatcqvfbuuYdnVLDWff7A1Kx4Ef5qJqhWsl8eDdLUhBQqOCNfvD4nPgN5QNZamBV+51GkURB1BH6TU0lTTbzKiqHkBgrwARouWgxoiBlZbncfI0vJEyFCOpmur1vfNybRtgGL+EIQixoSoQGyyf/rddTgzNAADlvdIJAnAuTNu2iBeLQifnyNj35s5NQahoMcIqqcO67Y2myGjZtPb/9/ptzUAIGZLR8MSe1UpaiFs6WWZ1YPoxQkVuoPTOK5JxJY1SQXFl+AGEe+oKvgKGX/cGnuydAAAAgAGeYXRCvwALFkMmMYIlO6rVW7fb+HhNuFlL2OZQLLlH4m6YgOCdCTTfkUqlizLJQxdW59DvocoryltQZm0XXPUYn3P5oi5QsenNHT7y4CzUoVWUXwbbgI8oZn2cCOwWEm8gQuB5sf21Qo3N9JOXp0LojjkE6kiI5oAZrGMTuIYEAAAAqAGeY2pCvwAyTpi5o2nzn50x+OGspFHShvXC/eDG0HgQE4VZlCUa0eUeIpOBrYUCK7WjPcndnOv1bDpNs2kXV5U8sChvxgOc9T0n+MK8a2pUd97atHbRJytUSH9tHuCLH0yUdjpAkH7q16hfZN37jbWZHUSgPd5rLImXGkUUCzKaKr0GT42nQAtaA3ABM2XjAA07zISu2LUrB5RHtQGZSEDM2XuWk/QXEQAACs5BmmhJqEFomUwIZ//+nhAA+AjZAZH6u1kr0ZmAHx1CPgroxcG+P1B+lWVb0TgyEvqyoIX4lHUl5y16iQRVVqW7AvhOzY8QbMBQCFBoN4FpwYqP86EhcDW0CsIrYWc1WwPdRvPZ4vWYOUihg4FuAGc7hmNSN9f0VRU9JUM725fBn1r8O4964Wq1uvvxPxJJELNVCkMivZpnEkjg1uON+7aN0FKL4zn7ZdlVFqQtwrsig/JtLgofdqQjhPo8XQnPC6oRVLNerKV3kjt6aXiZNz9YmZQdopWo1XhhyAgsy/vxC4YHurjltkONmT24HjpPnRxfoQy/IunG2ZgJ+cqVjVd7ocgIUoApogN8/cDc4oe9jd/SXGmFFgnKY3Cl3CCevqEA/s4EP9u3rKi3kM7dwig1DC/t005m/kAm+DCdDXfD3b0rgBR5Yeq/zeBZvRjWe9OEJVBjkE9ksnNfIaNQHGHl3to+7564fM8xT+KKzH1E/1ZVDhns9AgXdCjKk7HokWnOneH0+IWS4U1Hjyhauvh8rB/ylPFOf+Mr1bTNvPpY2a8VV/WL05pH1evHPvrceyFR8jIB5kMZQ1KJvWZ23aKy8Nc68ytbb+lavcjKL06o8OgWRBJfCf4DQakrsdqdeon/Pqtm8U4oOOjjBcUjeBOMtVSelvNk1EHBb8O9W8JcaD4av9ekMOvZBsJx+RD/FD3RRzFO0E3dSiIjr/7LiBHcI/5X3Mjb+QuRZwvyQawxO1IBmwqgewS6OtGXzB6EjQp+MOrfDp661yXBsJAmCQctcbvnYHj9UPSahBSjMkTZppFA7s3m0cFDvFAcwnpmF5N/NOMgMrzkdjFQb2OQAZNHiMcEjxBCT3759U0tj6Mq8NlvgkryZQBz2Fqt8dpSU6QGzXEZkYiZuZvnJ8l+rN6BU5IxV9uCp259DlUAR4l4+IwZasX7g+kMlhtBqU5jOgKRa5qkjqU4YSd5eed9JCmQiKj7d+2tdqryLDX/+/Jb5tg0ExI4coo9cXapbvkuqJxo9VVM5fO99rJEmQ3LAYXQEOJgR9rhuAPYngAREYZrqF686u9LOmZNeRAGvPudK2VKoVXQhwvGecgOhYBVIdiL+cUUXt6YDCzlWar1or4X0JTqGlrLCwTX3289Gsh/2jkBfucgcNtvYOkLRg1REFnbH5KbDOptIxmDPdRhZQIseIr47E/ZtXqxJR/1wwcPRmqM0NPKIOpim08pvRrQTL83TP6F3qyqmxJe49R6m0TZURezYmlNzimbq1XwySVyWqTf1WKX637NGSofVKyZCcx4ZYeVJ7wYifpV0FUZ5Wnb0RW/hq9DmIC3/71y+KaP8pj1jMt/fNzwfwcORBkpsXQs3AmYPETvtyJobW9/p45zOyw2FXkgnKaf3vJ99Zm+v1PoB0RK2qByWT73F3ks9X1ZKhcS023mMmGvSekfFp6TrWE64Ci4uqJ/8df1OygnI2LPTOw+NbwdlarbvElilXH4Q56GdvfROKk7IIsRyylngm+IAOs/jZtaiovA3RsUjYTlByFNS2FsVFO0wV/wv+4cF33hbaLknEWhbsW7C0mrRjrcAaL8GllRVb/cyWZNlgbtpjPOGX8wBOGN3JH/8QdjkXeB+/ivL9vn2C9E4LDS0fU2UkDA25n3My8tBPGij2GmpOiCGfpb0deCQYiSqzokwTacABQNbEck292fK/O/XvxXv/fEa9jizxOTc6MnC8HgkBypYXUYfbflCETqo4nxGAYeN2KCYJyACg17+uSg3uex0odeeOXxU+afnBp1CywUOZVQDTHXESYnwaten1p7D7tjxpLfa1Ii1m263GbDtRzRZzr19b/x5m27ZblcgTMK/vQqbGDfVjau89Ax+ruq9Cn5vEUrPFjHIc3IhPCqmbpKEeuDo6IgK4jUX7gVYr3+1SosuiLJZ5cmRZwS/1lV4W5i7hMwU+38grEZR2LRnSMhbRaIIlrth+xsWcBvkQdzqoe0ezgqXO+Bw3cOf8a4bL8z+pdiJH6PMhS0zpSdyI/23Ds3X34Qecib2Tbmiya5x+apGBQRluUMdOHwlVG5Wx0fwuXEu95dvT1sqI65/E7GkJo1CMZ0kpQ4O+tRlezYNRIUYA1qWSIEJIfhs2c5gEj31B2OxjKMDpLNwRRiuSnJwQR7TcQ321kyPhV7pII4P4OMwBcNx5zTy9di1oQ5nj/hR+cRRFVkuHXzGZccGqecpnQmn57bbM7elE1cRzq9SytqcHmGzSnkahXhoIlODy/AsnANL8QDU0d44lYREb/KvTcfJ2NmSpubttDy8ehypsW8vY8hmb/rTGNqfNLpOEJqh4UX0ObdsVGSmk9YTvpysPvJWXerXei28XhJpoAGvOQeg8VeTLgTqN2JnuhNWl+vFPxK4XpxYdXBxEXCDjyhtZL3XdO/Ds7tODfPyNZh8/u8rg0T00GefBiR6LPV/3w5BS6GY+1sso0qbgSm2+KA2Pe5yHKUy/GroyVFhbv/nh+wVCoAUPhEZmUnBa0Am3YhU0DhdDPSOu3enjP5Fp+LJj1P0N14z3y2PD11ScJ1/nRTM5gBdAHljkjJBuH2pbnEs28TCa0TzyDcg0IDAim09OPW40ezXSEFOnmneVrf9BFOFSfjgpVUYfyrYASH49RcJz63+FFZuwiernNok9fsgwGRy/wjTlaNeZdv1k5xqdnC4o5l4ifnpWLcf99d+04rtcAe7B1CwDfrHRGeW79tbAB7BCKihUF6FpiUiKkxF2CxUKIFeKed6jFMDtnvI54ThrtCJmvCSaEQzmmhmIIXpCp7odAHUlIgdjI1c14yX+zVZo/lran3AocaqFk+f0iR3qTCMLmEvZ2Y0jFPJE/8bnTrbVd6GL5m1QnBglPzSZpvZDxSw2slGIbj4hAHmuscBM1lbqwL6SN3wF4h30dxTNJqJY1ER7qlw/aylMr5WJrSDyz0paL9/5u7DXffR6LeS5hSii6Aw4kijK8AO8hqZIOlwCQAj6QIvnyOmCdZ+4Czi48YreeXgyt12Ji/s/P/0MqhBXYaSQwoaZOwXaqJlP4a4DPvg0Ph1vo1xfy+NKjqQDgQdKk274n6k2tFNm/Tc/MIi8If9Kr0YfJ9V9UoCi2/f4Lyr6DUlqQJ5tuiLnDemEB3ArF/TBaPErnp9858k8s4Y2LDHS3Uj7+MYKDc+gRXm/KOmYInK1LLfAyvmKL8CtsFhHaXXPfvZfyGrAMUtRPi1lX2/6L3CX/fCZfTTnJ5zoIOfvU+GVYHf1KPGaYnug0fePq6/BupUx0ojXEwyJr1I0zXHWkPSNm4cVt7ej4t7x+WoKiNQWQpVT5ORD/vfSUTWh1eQkclV+DgVyPihA8PAUZs4HDD7ZAKvMPy+ldlPiBR+HDQu7w6qano7TqxG7ayDcO2RixrCQJa1gF7dvy6gPgAwU0CTHRgGwz9GVRfTIttA0wi2tM2ukuSFcB9rWdG8OoZObgFG8DjsH1helo8JzFnXh7U3ziUtMC578zk1gAkiKM1e9wkXfKCtTD/0WAgSl/LfchzFQ5aJU8Dp8bAn/p/ihL3ED8PVzrVoaWY3TfHE6wSJu4RE6dytFUz9PD9ix9XuxmmN4nswqX6Ou9ahpEyQhfXx1QtEyQfdHZDy6BzHG7fRWgrIqo0ogL+ppCZO+bAh/vxCvtczPoCr9ixwH/FXfkZOYEAAAGTQZ6GRREsM/8AGwYcZnwQy/XgkByF6KVQg0DRpOGAFmVTHKQwyjIKkT2G8a499OTGyU+iQrFOTt4DggvK7UmsFINbpQ7UqmAaOrrIK8ArccDzHH3E0AflnIQLx2c0FHjQ1AhFl6D59RNmd1xGC8FEeTD4KBqn7duQiIs5L9LBozXbZJkuknUmXqSiQGSmt+rSvLClXzC+eL2X18bfQZswic2hsAqYci7IRje9OXUu2RP0y8wQrCyMNMz+Z1/qkI8oztZGrszz48a5Of5uG6dqEdhsO4z16iAARfMaR4fabfeDlGEJYAPI4T65T+lvYqb346/5MM/omCYiYv0V4QWxOeKhzDuy1gth22gCG5saMZIC4Wvz5eCzBhhjZj32EF1JPlwurtysSaL+NLX3BxlZ13OY73uOdcMV/WIpBzzuf/+26CIZoAAIt+OH06mqHKFhCgYVmqdJAzxysnmoGjEYRRtprt8PDt/jJMrHFgYcSG480Ba3ZL8QmTyaJDG8wPga+NZow2MqsneQfrKmz0deFxa2gQAAAKoBnqV0Qr8AMj/YY4ssqXLibuAJ/km0PZ3oVse78gnFv46MR43vDQgDA1MVxQnhbTvHyN+LjpEmTjJcW4BO8ir4OWjiL8xr1Er/GGKwkWfKnIxyYfyirW0IJy9VvcMHqT8S2rhKzeWJ/Ey4tJWrTmWEIAg4TaC0MqAFvACa5hB8zyQcT8LUand3s/1xf/6i4WSOZ5YLsam3ZkwwCj4zz+QPeKBwCqITUIkmpQAAAJcBnqdqQr8AMk6Yc1ZBYWVSNarFE4LSgR8s82bCC556bXmM92POotpM2bYw6D9eqruXn0D1cj/9qVHATHuYSO7MxY6LKKJvS4rg072/DIE00w8LzthN32M9/3VTyCbVGAMBaHOc4eM/2eDZkOefSHY2t5KtJmKEjLLFh/NnGoeJ7EG64yNgX8zjB7BbHxmIcsXayZX/KcAcAAALG0GarEmoQWyZTAhn//6eEAD4bqRACx+vful4POmtwskmTRYeVXqA3HEG4kcRXQW5NiDUDeNWlArGyvFgwkBJ3pdbn7tontopd1IDyU3qAGo46t6NbbqGeYOr6XqpS4r2gktGLCCjM8p4bbB8lD7Fk/eJ3Tbul2FSA9aDQKqD84/cia5sp7UZLGlAeYnHrW2nUClRtcdS0NNF1gvio7lsYBv6G02Rhmq1EM9FZ7lGseaXVSUQLlmI8DAEb4XGgOMYR3LjEeq3O4g2kJ9ACmumi0P6zqWbVcq9mF3b1kZ9HnN7De1X0pEe6yVJqzqWB09CPIL6KfWvIkcv/T1DoOmwushPO0V+1p1kQKF2xcwqjTDvfAGAOoWuKyMAgeTGjlCfHplAfupfTmWaZqAKsghuSFd1ook8GujBQLWSok3KzVTKdf6IFUx2bga3L9jSGHvXmcN2NMxWR0aegX3dTABtck842tpaoTp6hbVQsZIwQvfuKmOiXsGelxtH+6A8TfDCM+59T8fctSL37+0NrQkBuZwl3KRBWljaqviuXZk/Y8Fdkwfw6NaBcovaxuNvSkSTSK4adMDB2j+HnzVtRh99UNTiqopsrcyAJp3ygim4BO2I0l+nkeeCN+ERWUYimE6dydxATuQbj2TVYFLwdEdMJCD9b3jc1nEtFYAQAwI8FfCRraiTZeWBXZJogJjgVC92vgFri7kCPeFy7b9biwIzKPyV/1ZS7NoOF+hb1UV4h2KBKeWAuxK6axYoRUOQGlusJRs3P8espWjRiFGgL3NrmASwIoCfP4MEZZBhN73nsj7LH4YZOm6XeetXANAfmP91RzG7lYH38eAo1+Si2GxEVFk7q9FZQ8zQuZ5yvK4kbDxwb7H/vLAjBEvNoQnq2xaVYQb+EMtbYUgXvk6EG3Sf7k/ylNmtpq1wcJ8PgecEBGDrkCPyNwgHdoznTXwlcpUXfnbE/fUY5Gqdz5kexYsiL+6pu0pD13A+JOzPB8Xhj+5vaZ05VpvqxQEv0U7JoskFmEGXK1bfsSy27oKhTsw5cxPX4E2fSLIcfAOh6cuIDrCRhHC964L0lb0AkUolSoKR18fWU10kmk5luo3/0oJRVblJs8gB/j2wqdI5fLMMwhRT3/o5IxBdqp3LLz3ytRyofCNyvc9WMYu/Oo6THRanqS0K4vNMc4oUlP6z5NTojMc9Kw88s7HUY/Hh6xC18PfqlzrnG6QZ+4R5gHSY7USHS92sec+HtIxL+SLIJ56+MWvaVhmR+HztshmXUJCcvqNR12+EmO+p5RBkA30Pjm+L30evbMCSmE+xBNBcBuKADrBMAhheMLdr9I3Ws6gPfeANsqNRmZXEl6lc4tIexS9S/NX0QQbF1spTdVM0t0OdY2OISTVSLNx44VSzW4sdKMadN/0PzH8EM4X2I7963Yzo6L4SvaSOg89xK7xi8iJiDLRhM8oOyiipFDuhuNhr6kQcGv0EIxwuPkmwFpdkaQ+B//soWSdz+mfMBdpBLPxh8MAlT4sf67aHa+l8YKHofqKUtdE+aTs9qE4gvkAVbOipNFRoaGlOxCcb/TZZ1l086m2YA8F6I5gHLucXwntynL+uqlAJFBVOCNgYALZxm67jRH/nKH2AtqgczQ8e4wc4LkB4Abtj+Y0L7oj/e6Dw0nBqLwSJrBYFejKFQuQdRVoWcm7pdIMzyMgwsbY3xNEw4LXqOo6iqtBRCDbLT1/r5x6GL3m2URjAMiAyLuzEg20khEmpd2YsPX3pPSFcCEgvh2bHISzL+Exu1lGK7qZcI9muRGDvBVatm7TPlqOG/ZAK4inax3VFbMOErBeYPZ7gyhr9MbiFE72A4T9vrjTTh3/SMnZwM0gZjxITSu7uuxNhzDCIGXWsxwIc90gOEC6hlY7Kz5P0F8T4vTh0pmav9myoOoosy4j79s7sRpZHkwZ/hn0NZtf69Rx860LZ24toSWoxQ3rSQWDWYnD99xXoDxIAaIlY2R3FUstx/NAbmO4M3CGYUrXBXhTsvi2sFvnMCrH46zHeUl7K/q1slsMiN5sOSMDaHqJphkpWBVorGSbydflcj71+XREUIP55BGiT2nCIv16KAq0ULwpKYjf8vNFRnqalRgXGhOFycPaAAIXxKw0+VSs/co/cfl08rdJwCe13oFd8TxpZ49zQcuoEYy6QZGaHpyITptG8sX5RrpUQQoH2luranwrrWwYCLZlkvIbdHy4Xb5nacheD7rt4GfxKM8g3Gl1Mm1VXVvgd8jTrz6h2h9MP1dDudPmvlcMLU6ZfslizQH99TPYw3FW6DaBzw+v6JMAHoHJIrK/KzhaG+ggUwnVe9WHYWU/GOp1alOrrFfS8xfYrOsmZwdWlUUXy1PwX0UMzcTSEJAF5aFt1jxayLgu/li4vRWVG7JSK/sUBT4E0el5pJBQW8u3TfWIS0vo3m7ptdJBD3o2Z4T4ASNNZyvrf3KyQkHA+LXlH7JDpO01DXwE/QUC0Xh0TMH6l762QCiMLQ9N8tV3oiMXpvhAci2/Pa1K+HeUF5wVvS5XIZvMTth8rB4oOldFjHKzC7gyl4s4KlLIbz/uRLwzhYC33Z03EMieQMpA+1MkeIlRP17rW/ZwAyiEYgKa4tyr7fioE+XYzxIO4zq2fwo3q6WwSBoSJVUOUpJK8iikQ/PBG8daXvUwC5k+pHF/WP4QoZpr2T+311ck1jNnXM6oZ60zCs4PvHZbnZbNMNGYLp2FwEG+4Ox/IbD24t12QpRmPDWUhAm5uwQ9I2WZdz2H6J+fHUf2/cTl39sF3JKaGoiT6Py0eA50WUbNkPuzZAWRo3cuR18LCUKgOigjRm8wlAT1tjjNgJzLvAzFUtyBhZaZi8pXHhZtIvBi0rkZZFjGo+0GG0B60bRY+vsXofqYN88S2O5EU4jD6PAVHSjx99y28FFgPyoYddGdUYMjFki3Q5YzmMR9DQEZa7XyjuNarTE71MubRJoxu1e/l5li7Z6felID9gU6MR0qpLohOWhqfkhh6nXxcFNLft3xTRZs1xZduNIvrrZd9tnXRydA+wrCHvzacYrOnNarQOX8W0BzFQI3sc3aGhC6Evkl/fLeWN5tfVt1tD1vXCkjFG3U9d2GDz7NQQ8CtyfRtyAu/zMORKYtmdEvjkRTXIBGCt3Ji9XzhfwMisMW9R4NfJs07ts46Y7UQfIveuYWGBG6bYP1MBm7oNS0JyHF01td495sSLIRoaSemGkaC+sgZAbCGH2RdF9ROwqvt56uHVNyjylul/+hHvWYhbiWMLtF8S68ojwRe2vB/9feHgYy2O4eM/rVXgLd4afq7ND0FPr/9g76LaOdIig0xfT9L6b9MasHv4b/fo+25IsPSdcxsy9Yb1S82Ca7eWQvqUbTvdBo66VFh+RgTbed0imOG9jS4KDpWws3MRKu+mxkRnWUc5hzEWp/v49oDF5t+HrD8KVH9FbxwUnxhJT2yUgUeT6rHIM22VyDcikXe9HEBY4uSOwYFzEGkOhrtJmwg9wIusipd2EmOFjKIMEP8fgSycedrnjHFAmBrL7v7v5qz4j/J50hn2KOJmYosgqta2JXq52DRQ+keq+MavMLHfh3f9jFu+lLjKOif8TBD7XxLxQ6ZwZ8ACWIjOgRIY1qJQlt3pGs9J55GkxIiPgx5kZHatTPN8oK9/vZNj9ystC1cLQosuTpKJ6up6b+BOdd3c3VrLTksZSuJs98PUNty/HglW+V2DOlEK/e01oP1A3GpPSrhGnVhqvNnWuP72OoA3ixXZmwHpqqRizE2YjnV3QcibCHVAAABq0GeykUVLDP/ABsGHC/rcgVmZv6nUmaK/3lXOwAVp6a90pzo6YoRwothfSFNBl9vr0PMGcSPYicIAuFq75VTT8rICBd6C58GKOMnhPbGTXQK8zo2uXezePfZeMskh7ptHFIGxYwSpYS4jjVZdcTRVQ0Qbn/UutDnK7sPCzqS2juCrzQ6xaACmKzSif7eIEUyGHFLfAZli+RMee8zrT05/3xYbGAqeG91iUQV3jzhOsLYeRvwNJkrM1Fh/MqVGwNsb+aaiaTGw9duElgXujac1YSmVQKAm7C3jR9nGNQeWKh89M0kzLNFKqjIfzBFnC9yKJTqeDOcPomiOWU6k0SlgIyo2p6rfGD68PnnE5iPOoia9sHaMRWsUH4rBYofE0IZ8szdLRDTE2R7HoUhYR+XwICSdmJe/ACYgrXcp8ufeRzMd0mWOf+kbtNhQ2dA/qlba5eH/apeqaOal4vsc6+wFJzrxBuS516s04A6o8Qw/eGej25HO41DENilucYbIpH/0PRmKZ8c4k6o9zY6G2+tzzR6cV/aCQ56mheFBIeopTNhfeo7ozP8imAdUkEAAACzAZ7pdEK/ADI/1R8owwbaNypckvGHJW2TWfklrt1HQ7T+cEJEwgQQbiU3DvaMyd7ddYVd3f0+ebx8yDnbUuI2aKkCvmMrBzBACoWk0q0cjewpcjesEW87tMEsmwjbGaqkFZ//7n/fvsGp3UOSSe5O2hIC/1MNJpfbM6mnevQC2gFPIbioSDxvqZquX9x6ogNNF7ymb3tAWYTXTOu2V+P0WD7W+htw1sUd2S8epAv16Wl331IAAACbAZ7rakK/ADJOlazm+cApN3OXXQe126oJxpJ4zVqugqa4jgC6HXFlwm/tfB8/ie8XcMYF6woT+ZUv0K8WgivRgYBrlc6S2+BzSFVoYamg45jSNUOcJsK74AqYhM5QDtS4VAimHkEIyI1juqaBFk1I7s+IUifmKHOj3eOoN29V8nTjlMzwtxXQ5n2ubAUohDUpaE3PA3OSb4dUqYAAAArgQZrwSahBbJlMCGf//p4QAPgINKAvlU3r60HNMZEFds9ofv03FhnGZzpkIDwWKGqp5pz2TzrhlVHl11x+mibj+zYualvnVMCVh0jlZnIK8TIsfcwHcWyX4QF1VyZQ9cBN0unuqWlDQoIB6wA56jWbkN9A2uh5P/YQ0OtwKYTQoJS5L2rIekjH71CUqCyHMGGND7iGi7Efgh0cmC8oDZCbFp5scm02gt84iP9+BSxNyy3ld6ni1iaKiqyV2MQzPcRZFrd5nSwa6a08Wb15cWI4Pss9/gKfg5/pQOAmV6xgng8MD31Q/XfxXcJcgpDuvNRg1AG7gobBKG5d/rsrotIGYlYaTJrpwVb/zlV/tnSGStnV9Al+sUcmIEg4awU2WSjKe0F3e/49B5VwLAakje+LmoX5QOaRt96d8vfSJQKGmj7JIujcg/PIYXShdOCp08rOzXPJCZxbC6sG3mUf8Ji0uQ1N+OF3Lis6H69TxJ35moSrO/82VfFoV8pS8gY5FAH0oCCE47NOkMjyh2LU8YlhEQrnzljpY6BJJTU0FHsdxMS95g36BkQMw4C1000N4I6pfj7yjr/7hbVarVkYk8cA05vYrc9pLvhcO0KPaiHM4cljJA9RzToqpx822w8n3auiNXNcQKMDCQrn/bf0mpOZl5It+bCJDmFjgrodRfXj4bl9KTKuuauNFOBSye2UOcZARQiN/3oF1cWi+8dAjL/0wfTWD/t1yYCgy1s+0utCRaUKR18PFAA0QwmeQ3K5ZrXFlc+xDxpsLb4c1jplkdDxP8VS6qxu+FhwRuiPY9uQhTmeA+IxUcppxePW9dsY5EoDQdyfOog837cV447f2vXZaGGBj6yHK6RiI0f05OnwVJjhntsQOls1gvV0LMNVA9i4Mane0jJkLtduXHwYrlZO3YYGgcDejOt1ZyamjDo6J0hl3JGmrQJ/U4nv2ptUWVYSVHbFNLR1vdattFrCLtauj8i/GiK8RAhgP9o1SoR6g9Y3MJwcJetPd8fZgYe8DphElCv1IwCiNXagpYkV4Qx6IUGXepflF/f14oa/iMkd72arO/GuMZSgp+XkApa7IMpYTYOr0DX9yNK6kaO7unC6AEbh2RQvE7L0O7dWId0W6NKFauHRrLCU59myBVWymbnFKHBypMvicb2Uv9rGSSd9jnOuOySOid6EfTfUbB0qlzr7FgLRP9g/VO4CArP8KXVa9vyZyJ9jdd4i7q87OjSiKYhzpvozus+mDhly0hCiYKpXFGayF/Q39N3b+nki0WvTAPfeJON3XonU9MEsdeRAVBC1DcFc6I/Ssd6eNo+rxvfTbQVxhkLy8bHJrjgYB8J/DYfw0od/Gn6ekJ1SMBZ/OW40Udj4rWLL1NUekL5L9IwdkyWlT2JVRn+VKCrfqpq2YYpXxVu3gqciswyW+bRjno3E+NQGkpF7rBbrcQKbfA7+B5hoRW3jNn2eTiWzdE40migQxO3CIlknGcEHtcm8ZUWeGNiwgnH3xWLOLLqZCwpCqsD4Om1rGyB794gb/pcAJX+wlIoD9S10QQQGeGE7yfG7xiomiKtYLXV3zGodIuIwe1BbYK0jQUhM1IzMvnoNcv5urgH2gI1cFlp9xjoO/+LozaL5A53WkEFwnGJMm0pS1xxZwdRrQdzDpXy3UhKOg5Odx0d8N5SirwK9XHx/HpP5n4lIj3VK1swTfo4pVO7XQ5iF+ekEx366oFwpjEGCsLQUBRY9YzYKSNT185qIlAiZot1yrxlNuEJZxrRgpn/vBLfHd1eIbDNDTRBXu2s9AVYDIhliWm9+RNmyhmQZzavXU4VWyEfWa4thKwHSfj7CHFxTPZ8rX9oVN2CrhTOOdLqKcFT5PsIK0J28FdSYypq74qR+958m6Uwz31dCLqTkOXkD6SZpP7tiY/yEjIR5wKd6CPv7hdjxuzYpF4AirO2z9WVmq755KJkXuUOMKJZN8d+YXuaR58/ZLMo0/dGT4ach7zHyuFDTpd2FwGaNlnDOHO0v9agDxdd60psf/sO2l11yhlTRdx9gRc27towYImFtOcGWPdxexFqkYRdGRfPytXq2IUmFKyH5KfLyCRpHAnhWaiQy56c2LS1tAgpMFCAafPU1Z1XHz4/e4KhovJ9hvKUouz70AEnTCvpLGeVSUQIFXDtMejazALtT5d7RodZ1kQ5GVKSiJNt5cZYPZDkQx04os7fvdIG207z3WfJWP+zyyvsnikUfrZlJecoftFFXGdgAf9E2QQgGrnI2kGAWpR8EY/rQsBWR2H/cNDmbVYm8rykOov1VtWprbuHvK2O7hfTYEyFPzVK8N/DuM/qxoKFyfQciQz10w/tSqSNDUeAtOo5ReMqGY2x3egVgabzvPMfi9YI5/j4GvGfOi9HbVmKAWOsfDxckwWZhUwJTX0YwbQmkbVaNPgPzItClddavnEr7nuJ0/f2eJoMwnfTKID+KQNankNEyE2rAqIXsGyEVuxLS2/4nXDk8V+hcX4T0lvqVRdjmmwrlhMSHm9JUDsbAC+A9TiXwPvL7XHihgIeHrQK6zCVk5ebG7U0wtgy6VC85GBsF4EROUoVfz9FYVSqZgfj8s7qgd2FOtdKM6/e0QZ0WzvKQNqjCutGus8VTIb4RjKTWpePnOD7R8kB9IZoiznYD7UD1etE7vT8BEycAAToG127ny+uozo02VDvh9yAdqLsVj03WyLYqT+ui6JYCLzk14tD21jXVeBUHhLwQCkzBjnEESrmapEpR0tRFISWnWZQaJckWqM8UwtN1EJPd982JyuCq2KBo5ULWDEDaX0L4OlFRbVFGgp0XItJiDccNfbI6kyQFdO6zjgo/ZbNDyQChLvAws9BCO/9SpDSgVofIKkoTT4GGIhCyrCPJGK2qqEVouwNMYJuNbXashqBbQfPkfE/kWo9KBWGFBVnJX7Q2qajqpmZjRDmwJmF3EzGj5wNkigRXeulIDeQ++GIjQrULBII3h7ufeSPCW0cgSGx16PMgU/xkiaAgBLmdubvuvw92WD8zv59clTXXzLPsR2iL23eJPmxoxAMz6xn63zRZ7hJSd0bsb050vOS4GmBjGKt0BOcCtg2X99VTY8ewjaXeazb8sf+us43n5dDFpKEcAiCCe7BrYv/mukVid5xJSOJ74QJqdFdD9g/+nKScPi03SUnY/Cyqo3eVSHqgDd9F2gy84xxo3ObkhgQubuVYyXYWRHSptllf5vLkts0/NTl1IxMvdh09sAf6AvHP4iDaPG4HxMRqF03moFJH9VjQU74kE472fawndjzT/3kbLeju9s4W0xtzYY+pIIsLPFvWIUU2hkcmSdFGAc2dgsBz28bHcaJGhNJRtKvPkvLQvMNYkMY/cWXkx69xS4yQkIy9x1aZlr0ZtpcRb80jtxqF7tDBRSkl9vZrY3USwmTDRHcYtEBgpJYDMJeyi6Rk/TrPxVBZem8s/4zY1ewZm3+Ufw8Is4P2oWHbFVZLoK6B+SNx5xkJAXTaStyoRp5ZyKpXHv0ft100Y02K36S9ARLmGF/id3rTMnymWIROLvzFQa6gCcRD+rPunyEGEf3eS727KZu3ZbOgHxk77GWeXHGtT37iANScXI4oAEP1OGGKSWQgx6pS9gKvDT9Y9XdxGW/fNWjEqbQ2lU4tjXDWWkUjQ0lalbS0y/eRIqMbEU9473MF3r1d9c5JU8pnOPiJb2mGMb4y4plv8zjVAAAB1kGfDkUVLDP/ABtPrE3q5KXJFKl4Eu2GY8THK1tT7Uh2MWH909wZxCQKNivGLr+f50stNlcrYoh0kJp3YOQCAD6uAkNMs5notCHOlWhoQNPx9ohW0adtuMjb4k9myX2FxZ8Vh41MboPS5FJgzq1A7D81U9xIIIB2sF3DlVTnMKWU+Ia2tGfGWLP5iBrx5gJ31agti8fm6SOXTVce8u8H1VKW9hTL8tXyYl69tt6E6vIPEnz8xhyBpSdrueDAbF7qrlCKLFlNJdfiAZFlfGX1qDNd9yOpGWaxuyW0vE906bYsYuxh1fnW61l1vaS4SuSQIwWTu1ApInBuvwXT2eyo9j67egznc7Vbrro+suzCxpCSevnWpRbEpd8Hl7XEYDTTRKxtAkyLWocK48VFpxYB0AZvXBONpa7+KQciTjH9FV/AYAVaid24k8PvJsVJZSWp2eltC0nmudcPFeSQPmMfYm+Ri57Qq76tpPP20EkqGcbgQ2zYV4L3Mvb20wY939kTEzjTAZP81LwRNnSUasYdDzgupIL00MBbnCpq3pDTXN44gXWfq2pVvI3SAq5CWVfxE/pXpUDaB2q7xX7jurbV7YtrlqYQU4PVQyJCOpYJdqYlbUmWagalAAAAtgGfLXRCvwAyP9R+fU+vdKnQInLHuf9P/kxsSkCDiRtejzNPJLqb7V/wPNqCwk+AJB9b5L/nnqcbTKSXH5PcB3t4s0Qz2emQjb05uO9lxshpTeoj7ZpzRpJFQndzV8X2JQnzSNE9JEjENh1Ca5/4snBhntllvhtmi24wE5CfshM5itgp43LCIb3qJ2wfDlNaalHRxHiQU/JtxbPCvtntvE4pKd5qLDtvC5RgAGfmbT4UcdrdjJunAAAArgGfL2pCvwAaXP4pcaT4/15UN/j1zue/RHbmRJkaId3njUQUTDTORAkjIRu3d1GVrqWioHkAATV632L7uHQePuQTIcLdw3ozNpsq+x0UqUarY114Dqvvp1cbYZRA0kJlBRWg/HsCvgbnUE8y9rw7p+srHIe+E23d+7Ab7HMowJFUMHoWtl6QWcAA9rGlghlSbhNz8S59wA+omMlxZHVtYoDSBABCjHgDpdCUzJYCbgAAC5pBmzRJqEFsmUwIZ//+nhAA+G7HugM04Its405IHkeRCH3r23/QBcXHelnYKgBO7r1sfQeswyvTbG55iebbn0gYnU3VhsTWYIUHQRlKrjHsQgoUrsmcyYLuyDfxmmqwEIuEIlAA+fFpJIXXuVQR6mioJ1wllStjfvzfvX9OZ72cTqQOI1iBS4rkuy5Je0e/tmBKRVM91rY+fbCuCgY7wJ/2tmYCGq27sTDfa88nq8zIGTSWitaaWj2GJ+mJteimCvYM+a1Q0IhTMsLFaS0g2crSaitU3gAWIFxzW9ucQU49jj721gs+52godKiO40oIyePlQLH+hUYpCQeIiuBnSS3xk0iz81iw6/o4BHwoDbEHowicEEElANC5Zepf/JtfZwm3teM+FaBHy44I5zAD/ete5DUQTE49NhI9AgfMMkVNBR3BB9AyjVXyfQ/XMbMc7JqCoeYYHG9gODQkyErrubUestXdp+PloMTClYF8wPI1bKQCFeKs5A8eKGJ1tnjfLr8MKuNCp+zxZX2uAymnRGz0w7tw1ihh1PsMqUnqA4IDQSFWLtn9bauunl1V/Zb/3o0D/JVX7JY/xUTVWG+tqMzmTwe4aRcGxOFpdFM+NiPdfOHNgD3C4WKlYiHCpgtzZaSLbGivVON9lkFyru67hMJsLAIfCnJA4Slp4/61gNrP6LZbVRg3YzyGAitCEGwl0ke+d4V551yrQzLtRZ/JCVedy62yEEj+ev5vvbJZbDAfT+EiVQLzoogsrce9eFOxAlpHmXNT2FnbDiT8U322AJqvmKYzNO9kmVYCHjuDj+74WIYm1h+LDzHQB633sAOq5YVYOjdePzeZmVxDVms811/omau1lVLxe0lgJKfB6+mhvWCT+y4uyIlsHD7veA/krN8OaljlzZA4lGPSVqDfzR9gGOOm9dLQTaYXF5NZ1p/uz4ZqYF5TKX12UP+dtsSW4GfJzAzQv+uCZyw4ODyl/tW2Ku/3r5uqILL0QyK3ARVVDGO/iiuglWBjvQzvgpSatqDfMHysBuItfLSc592AT/nOC3G/5mMtW4qOLJIQPBtBHO0mPpx7YJW0jXVdVWYXEJnXpxVF3L/UntyTYVxnBTnvnA7r0WTZNeg+we1KI8cs1EWCoAfFOAO5xLR+jQHsSw3x4bHh/ouig0DtOBc3tvjvjz5nNJNqfkk1GPEh7VyfV7wjdfPVC6YmA5qEq3qj2M40j4vt3fLHpVda9THk0t+sgQ0sRCKh2XfkjqvfSsLy1+0fKtgP1qjB7BCUsgmY1QmDQtlsw+ly6QCT/GGP/9MV0csoFUx9MWgLdOlUe+HYff/YAAbP/TXOkxFJi/rmt4zdPvocZjmU4HrZTWcuGsZSLZ3JTy3zkFnveYLXC6jBK3LnCVbEO9+21lTP8OFOzHuHBrCfOuLSYnQzRTBvt9ECvNbSUtKtDYBTWJaIcJ6ajwHCOhRww+umOVGiSq7duvqAKEa7lHiDzsj1mO7ZrV6BODBHugWIVR3OQqUCG+YgQKJkTW/pp9HoG6Y7nZxRk24EmtJAqeF1x8IR/INP/GMTRP+dc2pEJTCQF6J50cW1YjXD5OuCg9gJSOHMCz6vk2agFn2YuxW8jTJNyEmnArGlbqJbV6xwHlzaS0RnJXJH+KS5DYD4qWaCUn7eYH5RxCZKMt7JOjYaspsZ+QrK21c2BgN4ak/rAo8b/mLhCD3+H1iTmnomnS7dfRhqVFtg9Un8FQwDfo9Ry3euoQO3X0WmP6TMDoHMIIDPTHKSXFURakqoYTzSB2xM7iO5cYGDYfkKbU0dC3JhsbVQ+Rl6YBL1rjDMfUz6gdLweXpkIholaleqict7h7lEGZb+SvOcOwPebLc6bcku5aisAyq6xGzlMNMGR46VLiRwUoza04vkm1XLKrqpZyor/mf+x2t27ZvBURoKLC2HOqSbdsE/QV6eE1YUxe7JfluovfrqH2/V5nYuYg+zCY5u+Hd8nQ50n1nnFI/oKrYXdhk5mxZiJt7Fbo6w9Yq0fhhOfk12qFiv6JTy38ejW/XT14l0HP60p+D+eHv7EmjBOvMG7KxEuxUwBm0BWO4dugqb+1kQvaj9nPTkgdRa4X7Z/eGBA27d4kbnFnXEqOuwccoZHFKrsAq1WV8JPy0j10C5jrCjqaM/auhdQ3abrE0tFxTcWeGpwntT7gssVlpEEcHjdJo0Hybde0CuYynd9idhLeG+/R2Z7kESnq8O2r5SfFwrNSQ7gXsSEceY7HLFIqy/juVnxxn/5PWqjGdcdwHjpwpB8tzzBPUmTBPs7V4VROOJ8ymmW3pMcGhNEOZoMod8ycD5Bv1CXUoS4bAAKgB594SNlksQVOQH779k5FcG9qzTja8A8vSoPnYllFyuc5LyYxhgq+Ox5iBOF58SoFpKpjHEoIcUI6/7vaJy1cJT0S/PZuzUaeOacujizpBw3U5/T4ql9+MmF+1/bPGibDLCwWhRpKXdXPbDQgsAWXCBwXJ5UUrmWzVDB1XEpX6OnctrOEHpVcHy7OYSnO5cxWDFkov2PeqjVSlKJNye2EtCj6JAzkI6enzdO7eGLedOjgAHZGZ5DIqrl9Uy4lvxDD3siUx0rnzt5h300QR9lV/UbWXGPEW0I/zI3RSkaSnGgzasi6nw++KbA49vcl+E33pPPEAsX6YRIgAZks3vCM0ZPsQjO65kGFAGejr4gDZi320jtBoNtvMjJUpeuCwRtJanlDG0gfXMbtph4irNA0Td6zAUE9m7lE589b3bh807v9vy91iFvv/NhO2zrilsQ3xyruDVHpIoc/04akF3XUP8f5s2CrCsK3kLeVrLXMxWvrr4MehfTH2vyPDuHOH//oFb9ohUmSKfv9zCxAHudMY1CmACkB8oxSD42kK4uO/RUOtsPNwF/eBw4S4tNgW6m9DJLYjY/4KZmVJEYUT6PwFlJxg0O1GbloNktVckLc1zbnPSP5Zip9czk7PUG0noyAaF4J7XUf5piFrTjbe+v4we5TY6xdu+VEOboYDnHbKtkQ8S+5oQWnykBVQ3QPBHj6LUWALgKzRgrI86Yx5Wef6JDaGmVMFBDzbc6/C5PncM/SmCQBKIV5AbeuyGCe/GHUjdlYoYtRNODuvwtosxfKCYZisPuPDBa4TcXu0rhzwt4TkJjKZCjgnmZN338Pp5RCpwlSa8by+PHRNVTUDVfFCf9NlU1gVastdtJC1SYgz+TbrwjN7kN+pJAx4+yddIE8IkerqNEbLNJZHunWKy9UtnJ+o20mbU4D+GzxyFtszTPPajfmtHClHfCLf4/bVqbiBQB0ggUqNmDCKzGpKOSEVbFNXk9nVXT6hRPXkLzMjTamlM25nnkcRkvLF4cGRJuw/ydvmUpRN/u0uoaE2EOkSvpmoosqMX8s8UjmXShYGUBs8lD9dukkEjmFoVqQ+8tTQs+r55PRS2V4hXI1cZnMmTSO+AC9hSBcqm+LBMViHoA42PwS05z84XNUZYKo6rECFMkiJfRo25NHH1FmBzNJrlWONeR/pqzE/d409r49XqjfnIulsMobKw2zS2oT7Op2vcmw2Ng2A0wwHvE8Skt3qIy6k+lMNgkUWLWqGiinyobp+0PYpCALHZXT6Lta9UuYlUwyCa733503JOHAHrgGaQIWToeU7j5yOfJmAefTBkYsmzEgW1Zt0/wfmz1jWPkj3kAN0hCrak1PK9oWyR9dIPTq5oPxEYYqBO0+a7gmqR5oxA3KUQi6BwOkfsrrLe1wiSF4lh9LYBRd09e68XgCn01GQHpbb8RF1iVKm7C1q2JEY5z0gp93GlZLz+FnwunnxZjh4+nxxFz0TWTOXcHPgMHAHsQ4R6yjK7qjhpw8tlzfSnlbjZ931yb/mqsFNaCYEZfHSxn+9fj4uc0ycdyzT08dz+O4i9Mb4bDY2jw/Io2FPM0Y2ZcgkmGGDe8HNaXZ8Zro+5IpdothQi80tlILvnrKQAAAJFQZ9SRRUsL/8AJTmAFcbWbUJIfMWqisJUsGcKCDgxiaAgo0Kz3vACzUkK2x0fidyywIPrckrjzVmkVT8Ty3Z9N2BwWGUaofLhvxpvLZZTJ0dsXCJZ4MNwKQlz02YED30q+/h3e4yoB5XTFM6QAtPuX6VNiHCHFgmCGd4GkjWX355XP7tKgUjRxMXD9Zrx2f2jb5eBSG9PLL0wwE2KXbxuXdkH+b1/HfpmdtR80cxHJz/doxkaPnpY3Tgki2hSDjKe+tBCGx2k996LX1wd25DqsXLP7sui8XtKgyQdBLo0Y9h3Y12tK6kmri/P0w9I/Wu2WCV2lUTS13emEl5ckwxJTIVxacWBoI7VMgJ/NEWuaFFXF3lYMqegznUtDeTnFfMjcokq/+x7NLFOUfaD7g3SsOgml8UVQAVeidZhFZbgPTioQACOJjRmeSSXSV7RT0RT1vgRejuoLbQzc0zJPR4j5qBeERN2TwKgZBH2f669q0RpwzhT/fs1sMhWbgdwNE48afvOgr47zQT1BdfyandVekTuEvu5D2/jksrYNoygANY12cIgUDbJoov0SIIbcwpvVP8vBpZgg5cNXKqo2CTKP4OcB3D38PEM0c42xlvqi6WpVA1xwCAFixBWfCkUWAu38toQf9eIHxyFnQaoV7Ph2eAgisNm0vGyvogeogkQhXS0QHkfAgT3YNSLTBKV3r8WOny8ucc5ngYO7YbvCTtCKA1CIo221rmSI2186LKBNkDKvmMt+3Igu/xJll0fr3PjCHKNzO0AAADGAZ9xdEK/ABpc/ilxnrrduCJFzKc3ByMH8U5aykRoFbdtGsmQRELL3QuV7eSHRIhRU62WN01jPVaO1vVDlNENBUGuEvpGA8yvZrHaYIeW8FRqQdS2IezeC8/J6tkD4SWPC200OF5loiv3spcxZEgA9kzpY5GK8Fdk4YGxBMA/bMWENBdYLGWBQpHnvf81VZAda8b6rZUJGYBazkRyY2um711jXkNubAntfG7uP58vu85LGx2Aup+9vKZBlkojE59l3y0uEnLAAAAAywGfc2pCvwAyTpMHStjg4jMvjk6vQQHYAI7r0YY/kzKU8BgBZU8dtuXCo+cShNJxxMtZP3EBO/uMI3gjHU9GVFTTkcLTqMPud763jdmC5bi0Fdyi02qRhFcSy/erElytCAidxpf4YEfjq+eSl541RPWPbF4XxOqRzokiuuf0A/BgVHXjADJGslfYcx1HXLdJUBhLIJ4BemoP9r1WFURMOK22JfiLE/GrqZEQSIWpFtWL9i562G7jINFclss4q3TL0txMUxO0uChKcLg4AAAMa0GbeEmoQWyZTAhf//6MsAD58MLYF/OIq08Enr+ppgrpI8SfSoJxfEVjPfMgTYrxuNACTCsfCTa380Hp4XClff13WWjcT7Ifux2DBbAXsUi56IRYvp0XqwgczgQuu+gxfbTL5feljoNxiBbqqSPMBhuOiCytbs7cXNd6pV5EYxvPmf+BLIhMm9J5IgnGrFImd7bWjW87TPnBXohTzVy3TAPc6maOYY0keFs2PzvCddfTar//1gRWRrUt6hiaHWGCODLt/zDcHvah5PHgSy+aCDnEtElQOmwWWugpUbEBdpi9McT4+dyAmPQofxD3uiv00UFyHeID/cOPnM+paM7aq2NNmv8FJzwucJfYbnvOnOp8Q/PiDvWf1PXu9nzFtsTrmlq6qwN22cGoVuFtr+Bh0vzENhPED+P79u/FxxotYA6gKhkKsCvJDjZVImzzLP+HO9jZq/qz10076FXKGwLp9pSeKhcCKjoaHUyntqqyJEIMbMbc5JLbwnKbxpbncZjZVzuAbY4YHtGs7lVWJ4UqPq96bsLDsPvzgUZQpi8BndhPn8AGgGYViZgPJFl7zGRourMuEIdA2AHN0M9p95ggO2NrrdQ3P3ykTQvAax6Sjuut23JHJYuhJIGxEnBEe2BWcaHyxte/bDEAoPDUNmnhH1Cn5zqVBx+7oGpMcTuvrIUO9rZ55yCB4ny3vNQ6TJGLs+hPbnWXZsuZ3WQ5F0wCx7BW7vVdah6Ljqc2BPc8pFgyQ25cqCnLyL+wdeGG3XryHk8mew1d+jCuqfxMyOzg57YyO8b9KwjSD8m5oICvegZmOzY9/Heii0XWx1Di8BzgoQ0/cGv+Oshje70g56I/vaULYPs/jA2wbmlLoUxvMElojcZQG5JDinn4hlpiJipoNDQbZWOrECiUs4ho4dOjAKizNVKCnR0MdqW2WgKG6ntJcYfdyqqdy6gIk65PJANVl9wRGcThva3k/iH34evxwEsSZ1RwkTBzEIpvPdSGI7K0x7VG5ezt3RnXfL0t/3uxQOhmrvPF2oIicz+kl/JYUydKd64B2jqbqlolTvgOzjsofW7fvBDKCgWYZw7fxUjtiD8fnCEZQ2mhmYAj16nXzM0CPsNQB1KBvZSGXhupUTd17vWCvhWqaBeet/UUzLqMYiUVoIq9xF7ARGI/FxyUY1LlDbmJuBak/++NP76XzRAriI2bASHQgAXzW+vPicd/JL1vf8b0KiDmZX9ywZBR6IuOTe2JqthWtCfMY2aUv5us0CrK1c/3auBqUbXQIS1i25E3S6sR98hdMgJHwgIEDiakF5NMKKDQZe0ayz7HEduq22GUkGeFEBIKh86HEyVAS14K/e1UMgJyW/PXUBZqLju8CnEYxPs07YT19wpmkccvFJiQ/nD8tzq1OlHoOyTpVxu6/w9l8LM+Kdf76NKgy5l5Yi6dD6SoEsy1BBTkyvS+MlMuaXT3rhlNo87U3/eNjCjsMW1Z23XlwvbCN21CAEc+F+QI/4sxoSHhJnyQgpNbcnRJz5Fzo0y17EE9V4MVZFYVVFBJFIigTeSookK95OP8Q4Ry+rnVYfLVrltwb0/BQqz97UeHF1efWxLokHvJakqEm5wP4u7jNpMiQEBmwx9+GqrZuaPcasYw+aBWGFKNFVLMw2uIN4S4g7sHZD52OjQCzRZUz6PuPqH1QhS21HcrNzWtYBWxK1ha4sDevbpLV1B0KblNEyRPEftyW+dpFe+fHgswmoX3HgMNp6LYpJfxMz/gIGbiYhmc+Gmr9xlKIiZOGAQjEWZ5Rxzlj9baANTClWASkSneTQathoV+nxlmpYA1VWIODfD8dqHrOFcd6wZASJWh0qEkWe2lESWYTRFNHZ6aW8v6hXOLUS8IBIfw7jSwUgF5HIAXZ4rWjfF0YTa/yzyHRDos4haT6ajeCSm1uqBzL2aKTcbP2PWTguprndBfw3puN6N5eacUrJ9zQwtiB7wq8YyZYoa2Bd3yzi4NIWOLl9Df2J1uBbq8PmHr4ZTnFhGl5pgQEd7osQLfjbtlm7pYEnQrJVMv/1PC/2M6Nhj6UYe8d+YJ/zf6VPuoO/e+/y3MZHWs7JdwMEZWh7CNVukjerZs7IXGeR+xcWQGHGghDJ84yl0qwajZ8v59+AI5NJT2xAARmmsvQ6Y5Fj6wsCNJHShKkmGKsNtv+1vxDH5u2wkzWIP08oVEWc4vOUBI94+iDq6RkJFjF8vVogjLi2BBuWFIYTU98TXpIQyjKx9ex/0ZoL7tFiIwPw5pXwacNd+EriGlVggzVitc4ypYWxAiBq4h6Dz9YQ0lygwFGmBDM/6zpp45k0FBqVykxHfiIkUZnTYIR/aXKdrsPiuacSNs/yqJnG0C489zuxv9ZH3YXMJDjFhPZ9VslZlHD9xgjuoVhCwjhT8uoWDx6JpCINvlgqvgDySJVf2kgp5+PMSu1Zfu6ThDn0BuSxLPQrBmcN889QarB+HP7iif1eMh8kXSoIMUSiA/L1X0SSNG3qyu3qDvZsI3NZEK56nas8KwSv00SA6CLDZI3E4PISis7jWe7nRYiHrzZeYkPvRHqQTbshopVX4qZz0VUol1CrM9ODzLbZ9HT6s3eEqx561siPovLnYdrRdShAWXOkCK74hb0pYu1nwH86XlXWc22S1M+jdAlL8NU3JdcEH5ngFOJhwxbq5e6mgWUPeB+PcZ0wQEwe7hg/MtpcB4Qtbx4HTZqdpZB7YoitBwwP+6yThkIYsXUc8toM8SBT8vbpY8JDG/bPeou7cWQoR+SkfA9O8J7C8WIvLDGqMFEmP/9VVVtd7CXSOr6FwRvbZVbAqZNufYyctb5upUu0RwAXK8gPUKpmpPs9K6yjY8Bjz7a/ZZ8cL8DzFOsGS+oi9XBat0h/ZQ9SMElx5xf7i0aIPk4GYB3yOEhF716I8dIZXA1Sy4bRC3UEjNkadSoIlikXneUU13rlDDJNqtrKpnFBUTBoEK4ors+uY7fhIrX9rW52RFDYe1PBaK022VIoeEjqgd2/KNbmUqGQndiqqoz96dZSrR0LKylPuGAQ4AWd0DRYYzUBJxhWIG04I2znfLsvFRz1ZfDwCZrubWVn0RA60bA296Jl7Wsk/XmuayjAlW69JXI6xTBHNzyt3Bsf3NPSiciItIWORw9a8ShyTHZZvQJsmFcL+JIlL9zvouMg+SO2GAqD3LW1hmSkCuamdgzYdvXi/18rTzqBGpyj67SrguxUfUQ9Emw/X6bdYtpNiWXR1m0JzQAhS4fpljDsG7jbGUuBZt+RUdY/kkzRXSvJZFQDGjmD4FWyyL8xnSB7D2eZQwgmb/R/is7LgpdEqJWbzi/FhQAIiKfTE+xrRjlbZoAYJpLNQY2CwocZYFVm773cEMqTSbnwRa+pR/iiGkcRCYl/NVvhzgBxfUpY9sNgV7dmVdkEhlAnqimmVEPgV55cYfOyGHi5ozyrX/f8/y1JbRImO6iwN/F+Uhra8WuuzgZ6bTugtZPl9V+GztHr25QKtDnaMiXig6EWDRQhP+ZOoEXzuI1S8TyKEt7GUejcpfgrkEe9m5DAA71/A4Cpf+xDSTt+8HX9DB61bu5moOM3jr9R+1pEISkxzsYt91K8SFMXp7/SZb2NtK8HBYatbXEsHcSUrvKNdCoh8j7tuVFiT7kcocTsRLj7sXnzwBMlXlvM9llrrH+2PhgVQN/yU8kd8t5EJpWkqoRZW4mz1/7+eu6/eoFxD0+JVKfaamN4uyFeh0ecFQ+zu2XNcXLeWRqBucMizmTlaKX+dOlAadEm3OTHk0xXZpyqWFeZcsLbnMsFdP8g4NKnQ2qknfRVajg6g7YV9xTjSahV/cfSJMwPrlYlark1NTprHMmX3jwGOjXRK8ZvgO7eZ8hc7UHV00rzGUcC6tcL+1tRIYtKchMBsoLVHmf29xNfy6PetFV5Z3AfSIzRj3zlf/ETDBMg+YlAziqatnB6AtyAjB7atWxofJML9E/HBDjhk30DiEsn8+KyYnFbwoWY80q4GG0Vc5QExzMinZ+06XGBUkDEP+xbRykiDC2yHS5MV0YtMn23PN3SNUyWUnYsA8JrErJExbRzddqkpxV3bUkFz3Ra4mMkBwv1O8t59v0aW4FXxQ93e4S/Mu9OF3o2Iaonxg6OIOIJjb/kylx1ECobAPspBiiTZvNz4l/gi2HNUo4U/SH4k3rUGGQaFdmTmgF6E5RXjfpTmYzMUOLk9fHbcjs74e37moYRTHE9AETSFPAAACzUGflkUVLC//ACWtwtgEwAEYAAn1QsXOZ/umiJ3xRFaAzfKBH1LZQz8dWZeVpj7bBbJoNr0R2N1Lhx693RfoZgXueRvvV5PlQPSyjtd0iMro5dU+EraREpnQOg2kKLRPQ6B5zmdkBtbfo0rovlBJrVJwLPqHw58eIi/WsbxjxZo+hLlTt6vgt5RJ4FphBlwTjo9r5FWL+2ut4e+jXFbQMvDplAVo37r9ub4q2b1aKRTkO9xmYY81ts4Slj8/VY3kDxvhG6c/HAuNzByxb1k4MzN0BqIbMcbS6IDEznM+t3hNcyRUqB/J0NUCwDrtdTr+yW2cAdqgiNbwVzfOpKGcVYz7YAe+MTujhU8rMS6xfg96WB2yBKI9l+T+xcO8e3Dq6TCZgWTfKUuV6C6ushUIVMCV2I779MiNKMg+i6ry0LbNdieN9zqA+DIVKZheB1Px7Mc1koeR6eRFvBTYmBwsHbHm+XOCrLs5fCk/+l/x5zVaSaEi5km0r+mF8j1Ky9I2v3Yow5bQoaz1FVR8z2y0rrS7NOvSNT7ikuTPUlwdahUTNT1ZTUwMrnS664WFsgBeO3tDCNLSHqWHQPmhNWvXNnNsu10iNCfoC6FW1TiDTlvJLWRJ67IOIZGdEneCnwyk/8bQ7H4a2x/NQK7nJe8svtRNwdFw4EYR0/i/MLyfsq5qZh21dUTCco6BaCnqFte76bujnroR1394fO00Rl+KUQ4tu05MJO+QTR2+fNuL7qaksBH4DSXRFQiW95HYAQxdVBMsKtyDeD3UO796EE7t/lNFMrm32N/0Cuvz7jzEwHvhOdh1Q+2RTRQEdofQTfR8YcfQB1C1qiRV0cpOoCWmD1In0348pbdlFWmtbAR76/ZhQbA/WENG475A88z1U6Z45Frv6h+Fkc08dlwe94xlFb2k+Uhbr8Gi9MIRklVslNYy3p9DtdW/WTOYy6+xYAAAAL0Bn7V0Qr8AM5T8Y1Eihqv4Ii67C6Id4rx2uzJEBv0szg9Jl2Sg87ODqc9YE0rOJIMs6koThMQV5qXnB2S3DyX6lDBpTerwvfKgaChJQH8mikxwvLlehVu+xs/9Wmq9o97NDmTKq1AyT3TgMdfnuQhIuTTjeMqi4vOp60hdsoQ1YZx6It55dIE1SSZTT0NJHlD3nk1vLjEjjhBIPmcLDTQTBkLlA9GPOnHhEj/2xUtdrhFQFpWEaOLMSNiK/j8AAADvAZ+3akK/ADJKCq3y9mj0gfRiMHJUqI3X9+4yV2E+1rZvdsCvIkVvSK8YEWEnkEDoJ166IBkzn5t97RDdLal448kdvHxLoxDLBTkLcjJPMeSCD0356D6nmuilDmipg4sxwiPGgBuUAcVbaS6JRQHM66LFSgDgat/Nl3Uoone1cMr4rRoSnZYRMKHe8ak/UID0AbxvJ4XiRKa9vrBgwH/fX2ajKGU36l4xhqXq6OpXeLO7JkXBWcDg93WXvcdKvPsHDchhZJ78Tan3ohRpbeqZwNkCSL2a1/rlGK8JxMDQsEKWHm8JOet/fru42XtV7KkAAAldQZu6SahBbJlMFEwv//6MsAD5hRWAtZm5Svkq6iuWcD/mlYew75X9DY9i0KpBosB3OVrUpum9NDNI5YzJtAHr3yuA8TloMD2YJyfi+ild1rA5eCI1/cQ96I545IKt14jMiO947ZK4d+d3x5u5y3jkmEM2ZqanQTTwE28mlmJyYHEnjfrux6L5SspMPs73lsa8luP27Z2yvNpB3e7LuTKtGnpNfxw6C3uUXRU7FDlp87mmQ4uDVCPWfIrLXxUNiFHsUtkMXwmrwPYr1P03I9c45BHRueoksdgx5YcJ98oSOI8VuwBD1TSqj6ZLpZFB/YYAwY8y4GvW/Uy/ez+cG//DXHvGgQIR860azj9ib1tqCGnGgpoHbcpyDBA388d01CM2wU7ygovG/Tac9vZI8gqx8EijlnHVtbq6zTISJYZ1KdaX2U3DWCHUKwdESlJM8z1LlojXd3+8r25M3wJS5BSOUXE6I9rp21eGhVJYEcwt1xTqH4wOTx2tzDPkRZCGx7lNDtH+5TZs0hAyiBFesGsUzh9sYGl7ETLnh5TmTGUYOxbFtJMrL1EBGqHmE9LKbOmkTpR33ljDv/yCLV2aG7gMVWf87cS20CpltPcl6OnD5voqqf6E0B3BDXcRoAymF9k7WR142DklA3CwWifMnJe4Ye3AWyBWjPaNWOzH5ATBmG8ZQBqgxGU1qVk+TLV/dkNGYGcPVKq7Hw6MhKqafpY1NrVa6juE22z5PmXNqSljaN+/rqNKDtRcw45mQ8ZJbuSRmc8eL/oqAGIbXMrIkat3VKhSU+PjIl3z2vZbnWWKcmdqg7op3InH8a+r1WyKa5WmydKLN8GQ9BCmX5m6Y6dB3Rac53NPZ5iU5WHcklspflpWRj2J8+XhlWJTBEqtdQpd9bsw04EyCJw0vO/U6EenIVAv279K+3x9tDa0UwIG2lvYIvfxCoKOzCSKnQ2dG0abnNH5+AFarEONkdAWP5Q/DyxR4k4P+zw1NyVvFqT2Yb3gpFoIGDUUq7cgX1GnYvbqT0cBxrXT4lNAvTeM4Jfs28lRITZbyATOCdsFKs7KGon2GVnomZCb4B4oSntvJE43pUbQWoFjJ7XfP1I2/FuLxiKkQjQ5bk2Z77VJHvbaG+CCkQVDqWHUlRNm5YydF32swQYVQw9Gp7Yj5BDfOYJAtLK6k1G0r04p0N5ppK0OwysBYhtF1y7trKwpWIVC5eh1a/v1BmTzoDa01yjAzuGMjTcaM+zQStPoXqxg71CmP+ntbeNCZsC22nAwZkryeCmhWZpu7Z+DTpZsw5xaW4RORHOVyISKeAqmSWwpcbu6nNM2xnPHCKHlHfqDxA7Hn7lFbAF7UXblZZILg7RLSbFbO3e1TssCAJ9YCqS+xuYYsSpSjXPF/tUxN6k+QZO1v2rj7pjHKZRSvPV2KbpJp+stZgFIv3DsatD1Bnw5XxEg3FolUGwkA9DJYnjVrmbqWJHGKzl0vmEWZRDiI/Xhy/TT51grRFnHdSnZbPSPypz2wMtJs+c5MdZvhRyYs4EzSkgErTyaZ5VgLVv2MkFSTxynl9LZSnr+1Kc33KOBF+45YJFhpC7oyHmuAFAc/NaJlFe440X8wfy7xBbAiMswBuGHN0tXH0qVm67jRb8B07q9E28LHqxwzbIUA1IMTnRdEYr3t071wyP/NTpl2K6z0l3WOfcPxw4VS2PYEivoijVMhzQqz24ExafDizpgT94eU3z4b2AJuay6KNJbWNJI/geAjWBzOGVQqfI/TQ+AbFA4i8Oy/TiqwBPWvaedN03LWtNpYDAng4Q2P5ytZHXmcyph5esEUAdkfHM0aFCwRc81bxKXziskxAjxXxnW6GxuJ0b6+ZI46TEd6CjOeDOrBEOkiDxQdJYqgQqy/7WAMPRGzOeEmfWQU72XxqgnLvnqXPjKwUt5NzoM32oYR57faIPOtHqWoHFoTfLyqG4Q0G/35K8C4u0zCpOc5fmQLHlX+Ql+qZTKn99GAx4mrJ6e7XswDQVelKwXDZBq9R43nxg4kb4LpOLiADJGvWaRh0PvQYO8o7KCxl6aW7ZkMzufKgiknuw9ya4gl0SjVa7pG2kE/upGb47FS3Z1MIqoXxmp3QWD2gxSGKQL5BcRz5qX9IeRT15C/CoWlkLmmWHdCQLeG4RHt4vzsfWDWjLW2tfbNFMl0xhOGv9QmtVcpKhRbnrbDe4KQtL/ZnAiQFFAQAAcHSQ1bPR6kZBviayfbOiP+1pE5ki08Xt0TDSEoj0zwdjk9BkstTohf7l4g4grOiehRbqshar+CYx3lTV/Huorwm2O3yyatNa8xm1xrcCleFCvqHaH8wNytyQhKWdw57LJAnkJcLTWFwqPaUr/ublEbE2NscqG6d9B0NtvfnDGOTLKQIE5qQgrNdIGhfmW2nZzs/xVaH9J9swUWE4lNayF7rPOLrw3XyTvWr2GpBFLkrSmHUBtyFe+9jQ9rz9ZqAaE9PwGCeyT+fP6nYapz8+g0Re8o2vIxt6aEhSei1n0NLUwUMNsbLdiIoxOKm1VHPmn5ZDl8fqesc3KkhdQlwrp1tADwzCLpH69rDcwCB5ntN63JTYzsM+eNPiuVW+kt46k5yncvfTRrBwPGDZCCbDA/H6AaFVzvxykbQ5+DQHJDmfPRzKQXhb8sG4wMqwgKTSULvrEEY4psgXxSzv1ZK0y74RKa5HDTxtVlvGvApif3i7lA6MacOHaurwHn9dYgNNRljEv1oMw34Qk6H7g9qI5QJl6wsNqH23eeusEYcC1ftN3ab0wUGsxMSZ/vtiuVF1MLHpxp2gTKwt7qFuAFeg9JUiolVse7SfmthP7dI/o4m1QAmjBdBf0TOItZ/vu0Vs7l+FWL3I4YJj53f+5NleTbghUQH7Rhdm2CwTEMvDQLgzRhovGvVa9fyQkZ2TN0HGlIrU3Hc+2wYxD2GMOUcFavhZ7extwbb9epHK9sCt65ghRrvvLXFl0QZ7gPfk+OQUZTq6tduoW6140bEVLJ333r9Aq6v0ibRfG+TCPRVlGxWgiWEsEpt9NOCYcpqH+I6vz/AkVbZ2UFfRcvkTZKumvtQTw+MdLRYY5EGm1vQHb1ymwBIJU+Vi+fUWm3desd8ACaZi2kOqKtt1LSLlURDuR/dUKpAXdQtzCpZpDcB/Dycmt6e+PHTnBkoFMLPqk6DncftlcoNIRPXb2lFxZbjHAAAAA6AGf2WpCvwAzedfslufNZe3aYwK7RAkJo9Ei7hn4j6HUdzQYTPiEAJYVvzhMzgN7hqix7S2T0Buwm7wqMphd8q+/bbLSVcklRcl2Rg3PoqCqKj1LO+DJo+QnLSD2yK+sFrj2/ZsXAqR7dcUT1ZMzwtDDboEVYDCh+wsTDZvJVqvaN0HId78XRc3YzI6gsvpws0LghtfffyTFDX1EN1ZLq2dF17AMbZT1Im7jKQLPUfKbREiRoj7uh0+v1MKNfIQzCte8ujX1zYyz3Pccw+8F1PQ4tL/XdMnXblkwd+IL4jWZ4/fhdqh2GzEAAAlSQZvcSeEKUmUwUsL//oywAPmFsABqocCfL21ZGlSFdf+QBt7ADMZS1biqTzCIeBHYQIFryR4mrMEkPLbaEPdfYehrLG3MEcpqB34C5Y95L5n996SFgYR+QFTde/SoxxV0UIeGNd14ZB7kZ/adETazhTQqycyn7LMzW48Nn+8BnV96e1uuF3OISk9L5JZs9WUH7CN0meBQPYfsUDTGRxlm2MtGARO6xtw4SsUtEmTWg/oMvaHyF7957OoeswB5zP4h0w3X8NPFrHrUeYO58ED2LISmLXKnrRi2t3VcwZ8yqDnKhqBK9Ynu1E5i6o2VMpWfzJXLqYsdpfwUDbWXb4dwok8KorrgoVxIyYaFqw0p63JNK5L92BaEhznKQiIgsom25x+rdqzlQ34DvS5kwsnoyarL7Q4d0lQawHX/h2qHlY9Uu7fGy228/ct9L2ViBpHZpjWU4etRtP9GziTrt2nbbzONXgZ/F58s7vF6L5b95vFV+cVy7Ce6kPeXFB8CAxhhdbPQAJI9nJvwBmiw7Np+bzaQz/fXNl6KUBLXgZ02dodikQd1OMxQZOTY4dW8LvcwVE7/PcnpQPNUB3MBLhozXsbRjLBHHu0pKWyNUeexRNKu7GVrG2FHmoFEnQMiYCvyXOtag3lCIehS9zlgSVDF6qgS4r88cHgXCAKgpk+foXUGlZjFjaVCps+EHVLXOPUFsNSpo54DM2BJWdcVRMZFL1Mobzt4bsWmJZL5n6w7H2ZmhCOZZ1T5vMeK2hMsnt0q0aLnevnVFoBepLwu2k+rSCsMxA1ZtEYXSc04+s4OMXTInfRb4J49sMNlHWj8azmTPAgsIbVaucfLoA5uqN89GpUiV4+VY8YwLiVvbNl/IIKN3B6oCEY7E/49z3T40V8HvrpkWx3AmWSCIkY4zHYnDksGFadbqyugGBxEKB/fXHNXM5FwNmbAjqhyG5+fMDoG5IOq+BVDyihx7QMtXy+71lJDAWexg1e8qGAtGfcEjNEBDiDlIUIHAFF4dNX2sADAAF02xX9QcvqfgLIdOLw5ssPfyevLAfdTeopcDjCJOI+95CAiqeU9vpkFNHITAgDZNU7k0zN8mj5llueUwiYkwYmpwFBXw7tEcSL6jL+9utXF0ORNyMd0pYmr9CAJoQn6RFawmAOGqr77VjFRtUEHEwnwTRNOSe81GM1uFWeNaIJ0KXUXfj8gX0QjVpKRORUw6qUwCS6jh9O/lmCccuJsU9YhT5SJ3KZpax6pBlO1DWrRr6l39Ie2AtESt4FUomftQeEwWzdOHZDe8ZcUJsDTQvdVI/aR7gqk4LIjm8FuN6tQSlQmCVxfz9J2UtAPRS+WbmBZsMBZmiYQalsHKqnke2BxTeIdrxz5FdU2gM3xAYA0Ti3FxtKiXQFxC6aJn1ZO2/QBS6V9z0AAteER4s2O1lyfC2glsO9cMXaTatmThwrcLMIJKMW5wkZREoe8GsDd5wrfCdXIebizRroJXEzA3NV13Ci+1odTQpW55egLgPGbZnBlng9lk5ledRhMGPltcgIlVwbwZQHSb7woM1GJA5ibDpWV39XLFclEl4iIYoi5wZeZBLQGLSGauVmUXB73i7EKPpIABdh9xHwE9aayaWT47794Yjrvurtl29oYvwRfi/+jVx2Zvo4AqRYf+8USjewgZKhBvaPJZ8ezKZgR0SMJ/YhNJ7Iyo0YuxrL8PlVuOB9Au+uwBeNS1GaOCJTA4jZPn1D2Kk5h/rTX6PaOBrEX1KwZpI01A8IBqq32mZphnzb6P+Yx7PZgZto5WqWYUeMOfVwuFOYxO4U5j6bvES6vu3NcP7AtevrhStLC+x+kZ4HgM/EpkyoEhOMqmt/oidLSPLSKL8LHPC9RHmoU78fUN7wirhDa8QzNkmA8NQV3/bHywGBg8uB9vFPWLr6RkF6e+ksfwRu8w/HhFGptSO8ICYBvl3e2+NmWrvz+MMJ7fPwdpV7Ie4wyWTWB21qR+B7Cxg0Syt/egtKnJjMOjQCPiKRKQ0TtQHa+70/tiupGEkfRE84DR3usuFZ/e6d6gxtIPYVfjVhoMTzZG7o3APxycojNMzM3Ns6WtJ2j0Sk2CJNCstifgU0Y/e5Ea4eSjCY/6h9UVHbYUOOHoHn20b7tliWJSFhT7pW/iZG6d946cHYTSKBfpklY45UTUF6ndtcJaJXXsoiika9xBq7Z91YXHV8p7Ggdf3NAWul4KIGj/SamkkSJDjgkBFiyOSKZ46/8Plgyh442R0wjJ6kqsfiDKnxfHrl/ASmK34tKmFwTP6sJ4bjNETeHU/G67Od7NfEy3Wuh8V+XuzhG8AFNHrNz3K+zKwPR+ZCJD7/8kAnrqvnl5wsyf1sDWGRCCSrJQUbe3sFgBnC+nB3w/uUkQNuLf/0a41aLnSEyWwoz3J0aqKu4ShaPcI5vN7tluvZh51jfW105lQ2Wf76qu+v6U3KGnX7dUXrws+APx2i2yiRuCaATUWgZ6lt8+8SZaZLn37VvXeI4X1cITaTFHFPxRKkoToeezQ0aV6If9alS/lkun9lo4hhzT8qok+huW2nep6n36oB8JjHUe32gucnzPBoPgrTOLQu0qW0C5MpOPI0J/x0JPFtDRjyOWqu/TXW9TDP4oHrydLnkTEGFzzA1/ymH2cVzggopxt+8rSNSmmB4x7aulvoZcTlKfaZeVNtEhXxEGP2OlzitLK2b2Dbcs56v7TPQk048pr35zLve7jtS6uqE4nz3TedR2P5fiCLR56uAbWOq+6tFpn0XdAwmdXvZ2qVRuTjlRvrH6l/04vg61aovtrOnZYfwQI3oHndhuXXuCYrORgdxeV4JoyoC4UIlgolSV4swl3ld7yBv6uo6XWDUIGWx0wWJDkN+xw7GAEGq5PZJesLciqCUlGuSSmFHZvcOdiXp3EqhrmvmG1la6eqU65GJaWiBjvc6jDgAaG5hT0S5+xPLj/Yx9zUBB42p25M80IJL9h4hGNSd64KAAe4clGRJH0gnHRnP59PvSngyWKAKbtMp67OfXqZKgv8tpw8+brNaYuPMLFHYgNANN6XQy67T8/+7bYdIZrLtI7j2gGENQCBzkeOEsKLYCAB4bAfHuWUsWaDgIuylMh0zto22j1NH26czb4J+Vfm9PNk9+gDdrq581e33Thi9IzNq3jZ62It4G9/eCJ99CAnLiAAAAQoBn/tqQr8AMj+kaX3Kye4yR2dzUKZIiolYEYISP4MpeNw2JvIzPpJy2IKs7bhZ+Jg9519fHkh0+cmf7RXgkh58MrlES/LC9/ieGqRSY0h3zIYjlbAt+MPbJ+zKbyuMvtRmrZluHTKnbG4fg0AhvY0nvyheOLdR0GgonofmARSbjv26auDQ4Mo+bRFTgBOUj2aW5PjpRGg9NYBljW0Of2I3pD8oZuJM/kqKcpoZuuyfLtzUOU4ARg8b4s8mC3M/2NGRV7/mV2e3mgAVA1dim03yBvjKa3UT4qIQ5AIpHIzOTQNw1na7W0WpkSG/cRYQ7QVBIabjF+440L8wKSDK4hMi2Xzga8248/hrKwAACUFBm/5J4Q6JlMFEwv/+jLAA+fCsIAqpR4izIhLLzNFivUu/hXJ+Amw0HV0Cbco7OaRmkwenGg5j+9Q8CXRdXGgL7rs/DpX6H7WwV+AhthHf+jj60wi6OP5sQwn4fcnQ8u1fRraHJ150osmtcSKGDRtLg2EbnOMij+dbGV4BnhhB5jyM7+U0Kc9FILlIQ1UJNfV9vXd/jDiTktxVjLByisCLw0DtWYmhq8Q0iGBp50SIJWnyS4xsLflfcz3tvBxV8VLxsHOevap1qdiq2wKa4jh07SZqN2tFL0Yihfj2Ie4c5/Xk3KZFwYwIWBamcXVSKrz4gu7YkUKb5vYxZHhJAMZfo/V3V8qbVmxRQYlcH9fffk0DfrJvae12/0K9zpuQMPB5JbEF/VUhyuOsoE7KmiYyHXdtD0gNtzO+SH8xi6KwgvZr/z4f4oMPS7ADlBHBU5L//lmnG8sEID7T7+2EOMGiiqo70zv7Pr9Gwyd81SaaRZ9M+r0pIrohOFS1+3nNJ+/h4jnEgNtIB74FCzgvN8iwq9h2IhCDcQ5xZ9kihqkm1x//ACWuKPskS8B/Vd8gutBKKbhOLO9CdfNkC0yS+6pItmA0n++GceUAAAUcXWTPGChGxRoBV16dn++THGeHe5LfTI8TL/bc1PS8sN2TTd/vnMz+k2krg71KCTe3Y2EMRCV5kPi55Y8iaRCzI3wZzmczFhjArBGV6KauiiRo6OXFmjgWXOOWWqtmlnXjexcI8R/9lJtmqVvauLRF8QodAVVMfjW3VbQ8bgEA4UX4Pil/z4NKKAGMGb8NWEbuUifaCyYbDTAbMsV/KDaa7JM/oXVB0QxXWjQIeZj7WNT+rMf6I6ldp6atO57kxklCWhziOfFWrVHzFy64HHcidZNNzxVfWu6Z92Z8Qxr5vlg2VXsS65hvbrPc7blcQI7yyFn+BiJFmkCPwdl65B8e8gXOhCLnMd1mA8tZ9dK8iNkNPfsXz74bbbkzq90cPgH11paeG/IBAtkNS9DbiHkktio3WyvCTbp8uYvgmPaX9eggIQAwnQQ9fDQU76co2g/pOVSWrKBzuajOyReOARbtMxRuZfL7lGCEfgWcRJ7OMrYloGcbI1aARRbhf1o49DiY6vvsKVgwUNmtZhxeynKd/dPU9mb7UzMaKwm3hLjZcOaAHCqZB0rp0X6A7QKjhsQAzOa6CYMGj/Fxt5o+hLLRT+/YYC/Wd/TaBRJvJqB0Kbsb+0DsDVcLWKeAkFCrgxwjSkrvaER4pc7bpOZA3ekLD9DnbD1JQEtJrPBc8wD5t/FP+ry0VmLmj9VvQe8nY6F1Mweg35kNaNoFDYZKBN/qMFEtxzYYX8woH2FlD0QqlH1Z5Rci9f/LxpyU2maqvJznqCTqo6qPrJPuzoBBuWTmDF5GDpIvZbSQwtjWhvACEwWk2eJdJSeq6it9gEOMPns2WPuAXWRZNNACqZm6swlEGN1+0+F3p6SNMwS07BnLnFg+5Hn1lKQRr3ui+LZrF9PaXQ6FH4EAk7u0QZMr7d2yjcUE44MWY/sv7S3Yf8QI8R7rHRMqp01VMWD6wzbCDEU5o/FwrsNRy1q9bttw8MpkMRPWIe8r9duAzvNe2RbquS4NhRqRVCaXuHuQmyAStVSxNu/jJSYHns6+ZXgm1cVdL5DylmEIK3dS+6axWKWLc9Qqr5BODE2CZ+GdhZ4fJwq6DERvRzlQ8lIqeKldb7U4vqdl59I/cFX/W2RtKib9YX0bl+yIOfbrNfsf+jW8VB63Ngc61/InY2aMPma/xEULWVuuJl766Ue1XRTrEF+hjqjV4ZYD+Xk940T7/RUgkW1bCukCFnOGHtTNqZS4diBuBWQoJlZ5/Wy965KkbHCTLkbXDcktx4TBetBVm3Me64Us1DzIwuHso+JNDU7nXlUMkEyE/2MqRZPOHO9m0ror/4qxvvy93hzphVCpeuZ6SpUV3zDZuMDKcfCwtCdM6V2K6sFb4a6Wup0CKOH7b2pKAmse9bx3v9rg/oCxrVNrjgIptupSgPq5TT2ELOb196dKoHfxUgLN5FTVpwWuYgynYTrHIgCOKQmdgvMvqq/7A0hwZjMR9O74OhHgaYLf/qT/SpzG8zgQSASrxm3xdi9/T7OX5w/L+mb41JkqmQf4GvTXuadAyGQljDY/813XwFtLp0OPuYsnQzsHVCEtYsQCTJbsUJPC2qvo2nfbv168OxC6Usm+NapIAtX/qdFtSmeW3teAVZSeUh0aS+rvvNBfgrIP2mLTMsU6oai/ELse0Va6SbXc0cEYV0sqnZBx8PcDJd8LWjS8fNKLWSz0ZeE1FwY/0DB8WzGOub2eytSI2nzOi9o7nWdxlgs2dE2BP0WDc30ArRFEbge9rcqNKtC/oennmcWPLtgotlme3RkMFeg/eww57nN0cAXlfJqmh3JydnTQ3s7pp/eaNU3FztIXE7LyLw+TDBhdmcXFtw4aF3zSYb8si7WIEj6ayJ0oJ8NZibthIGUSB8SpVXIaVcrLNh8PZ8mwbm2je+Eec2Z4SrZjmc4Fh1IcTr+MpxUI2JKcdmOjQHdm+gMMJAft2WnzogFk2b+XFIcpJNOLZpO2CPZ6yzRjkNqxoGjdwkQLK/sjvTwWTZuRwx0cZ/oAmcGiKbjOYBtpuYdVH5/mPbIdeXQDdvy3+8xE6YKpQ/mt9LAOSfngZuAIqOcbufBDov/wk6GYpd87FdvIle9L+6kbhkrxTj7rkgVFlO6eIXgaM+Q0QuxUtummOf3NyY5ss5YQ8Tlmuj1weVx+G8BzQuu+dyYGh5LSZ0mrQ49HT/Dcg5heck43PNCrnBRwDrjYK8qVZcOxtwxT62sVy/9BKBmj18HgB0pMpUbi2/XkuZ3fP1nfJxumFym7AhUHtsdWGWBKKVrb7leW0WZ2lyP0Eus+K+GIZOIqe6uW+kIZpAP+1LInAj0zYW6ANJkJ65CcLSpyAUJfVSmJJUu5fSTTOSEsIKMe3E4WH7gPcPiaY53q6WikzrM3a7aZ34OWsadaaYEVLjixxQHItW0dRcEpm84UB8W8e6JLLKuQa8So26TdSNmeq6JHl7dH0/RuLmXGNHtWcj1aD1xFB7Xf7+4hyzeQIGVYZQ37BMQNK+H5PSyr0QFU8J3bsgdd9WM73rEHsibRFaNu1Fqe9QAAAPUBnh1qQr8AMtfA+syFxbRGmpENObrtA6QeRkKOlLhq0F3oZc8HE5kxQ04ZXDVVXBNQlI/BKb88ifNvZVLej95iQF3cLfd8LoRVcZpnTp3C489Lb22NsnBSDIy4s6XdEVhQdnOgCADUf39EmJkphf7csyq4WfgF7xJu4SNyO3MVO+dvj/qRAnAcD1u7NbeYkZNF+79pvXBV6OslFTT3ZACrh27sp7CT5AMSLe9ECKZUynj5HeoqBHB2OJRCe1i0Q7rxb792vTWlsLetTigcB1AAL1ZemH/s+kCUCewj+qXCQ8M+5x/WWV7lZwUEG30MltuLIpQHHAAACXdBmgBJ4Q8mUwU8M//+nhAA+AjZAKEMKeO4R0q7drRF903VIVnC/PC9tfzoFftGpbGX+ynDadxb2u4LOhWaMoiuUIjt9pXQGKrVE7QZhyXcf5mePNBk6VhA+xJPsUtnNsZ3vo4+INlFjxRU6FZW4WdbgsnXEbtxl8bWtVu6gOFgUjrqzyhXZ7WNwUK1RCzvx6BFpRzMfo58hfvKfbpxt3MrijbEHC9GGiMHovc6Ir2NwcPr1mqGP1EDbZty3RIY+oNDyDC01tw3rjKkf0YdN5RTA3wvxqNWChpKCngr1Ifvp5E+gvi2VR1d7wi3dMFNXxWU4aGbbsXIz21trltvruaSHm51uzCIUjZ7BemoTcwNYtgKN7+h0OGCR19nDaxjZAgN4h6hBUd/kS9mgmFjMDl3No+IJMKG736ovreHQrJ53Wr6w1JDBjJcP/YcHlZBOuYVjNr+xQSC6iPqcGkswAI20PfZgAjS5jvH6nHv/zPcvoYfzlJiPLoa3YQ88PikVvPuj58PclinVJbXoapKEC9hgVztoS34u/2bNsHqmjfExQntFpy4AK8Ih/c+ONjYloQ5uBt0kr/T+ejv98nVYBnNUcqtHjaag86xkWm/5DmEaf9Yt9eztWblCX42iie1Df++FNh2HFPKmUe6T2ovZf8RRLO1sIoe11CPp5vq9/cSZrBNnjGuM3awlbiZamSNdQNGBqrnPHCoViBgFx3gVZtTiiZxPtV0i0prX7cRwnaTGpmOjjbwcBvDEAyCX2VwqDMfqtqQLAEddwD6uWUtjkpJ0F7R+shceQnLJA2ChXUXZfZkoZGbBkRiCPoL26AjiPTKgB4K3+AmW0rI1dcsvL6wdFr0vzP/R94Ffne3PffUhU86WBO6S7R1Ie9hZ0KzT7Q/eOK8aLgRmWyPzXEAIDaXiFNt37uqN5vwx/JTHs4ZlkdPmBbN3k4xZXTFbL3l4qmEyh3OEj2V96YY1U1H/Ym06gAiDo8cLbLWuZfJFxUcX34HXMCWXbKvy9XWRrScu82te+sqy1fj8urjeM5FYPhy6BRm1u+LDp2VmPjzFzOGeNmDHU/TaYYjdMVHzpay84BHuZqYhK3/9j2WJGKBLqwPHqY2WgOdxrNOXKCSNg17nQPKOWycGqlxOJ44AkvbBjO53xahrz9tfVKOUAn+h2qkctKSRn8BIkoPg9W7DqpqlrPY5fLFUM4A95MSOCXn6AylaOv5POtqbxOL3+Qss73CZS3x1lmMAwgwFovYbkGlCBbOcUtClQv4a1uVJyn9mRsw0K2MVEgXPj0h5kR60RXdvHMEWmgpumz6CFUAMLEqPVvceeyE+wegjb2QFUXvfAttHT7XjOzJ9T2gZ/DQhBM/GIDTghNSyO9Dqu5WzEyaeWQDLcNNukOiKXBM1JJhVMFc0GsnHWqHCrDrqpHzTpVnQ8nydzAGPKfpZUpRv6wRVDHp+YSiavSnr2Hv/WBvo/TCo+Jy4TIAe7iqR08lPEPLZBUa4pNx2Lf+0NJW3ha3NLIrdD+rDlxNsK1/BKje6LX9FwXFbE5pe1wSFmYpAQbdv/xeoTlXufj/qPj3bUKQDSErQVh0hco3kTtLA+dVE+xkFPNdfxtEOZqg+bO6G38RxFD6HuFc16l2LwhyW99NO7hL/1CfK+UqrnXZRrYpkLaJhGElVmBQwBBXZGLhpNEoO9FVsjgNDjt2QdO5Zw75qTYmLfg+LPh37mNsmSc17Z+pmUr1M14i0cpo6EMN9EJumHH4WPTBNPTHfUp1GAt4eP6T8V466EJ3UT+phIWnO3LKDUkUN9xg8eRtbeI++x7CKEvteWT+DPfaofsD2OdHh++vvQKYwguuXBCpiAh+jDG7gSTubsxBDRA2WayBQp+4OaUiy8gHaSZmPtenu5SK4AMhVBTrj5OrD67d0PeGYrol7FieU/lO7diUhi52KA8XO+cGmBMcig3Sv55wBMybikXao8GCil4U40hvn+jaMU8muxjnErHLo0tiVzrhHkLtSmaTmKds2iOanG8FoO4Wys7Nm5N+VsOFAQqWx2BuUm8FpYlm8mcZBLGiDTWyvoBr97BS1Xn1uDKf3SxECPh/sg2HeW019+sekoBbKgxRZnlpnmYj2R5tuacSgovhruyd7q0HkNx5eX3tDgFWJGMvWvJfdlPONJHsZMuEIeE5eLRdUKNDHOymZqBtSVqe1JXg+04D0Ft8w7hsG/JsWyWP9dr8PVYZGWBnZBFw1O1mXXoLJid5UMHWWKJq5FFXHnH+yq0tTAeIgV3O/aMjmM4ENfMy9kTQYKSsKlWZgFAQOGvlKSDao/vaE82IgHAHe+fqsGU7/EGPIsfdD/2xT9uMOBr7IKtEazIC9ybDXhjtgH1n6MxcLeul0IoeuHiv8mD2ZNzk2NzZnifr3ODTXeheJmI0qUua8uZjfrfVjgYBT8ZXyi4TXnkkBvOOnXE2RtjXWwGOLH9br1+S28BGJUJzqzmAUvWyxZZchir4CdQQr5sf3UPq4NjSK3K4SIxtMfBnVUKyWq8SeQg4YJF+/o87L+5QQtzyAfgVtqC7b81S3lzjRe1xEgxGYouQ69LqTsTsvYS/0Jm0drU58DgnYG4NHImVepEclcOdK8eWCh8MkfRquRwDgtfFkkAfq3bmlS4EqsCUiXff+/UUIib1iIwRx3sMXrEDzk0CjHHfn2GSCQYEtlVGwsLajpCh7y28bR4LO4oGkFxwsnfw4nKIJbp72uWK/69TamFPgJmgZ1RMNATOLx4kTYVdm+kprSv4qSAfxdvbePUCqsvk5PipgLTQLk91CoDB6EbRANA31s1bV5SxUEk+2FojF5NGWQN3xXUSxgHa5MGwroscTeN9VFvFPVa6VCPnR84cN7X7ZyjzyFwIFsCipYrQFNdIK8DLjVf5CPDtSdu5kp0HMOz5qyItmmZFz/94e3FL9mb4wgMMw/rzpYHgRZQjUEloPjiaU2dVGQalj18Sbt3oDcMXoR0SE6nQrCxb8Fzfd7AYdvuom/PEA/N0cE5HL2CmGz6PjEqvdQxj4vBbWghjETcTqCJuB9pWR8qmknsM56KDuL58tfa9z/dixmrKsAMGMb1xNvYoec5Gng7i6bDiQ0SQexkMAKAqBOqsPKR26a++9a5GU8k+sBtzxPAesL/Dkg/PmwLXv3nhEYbZAL227PoNJtBOss0CH0iM2WB7il8fOZHgJzd8LoYQ+z5cETDqn0w/NY/ALPXw+uf4jgAAAQ4Bnj9qQr8AM3nX2aEz9RIsCtYJcpmv+yfdvkbEzXCxfR1I4VHkCeVuQjeae0wL6WrQURz1VzOukAqORhi64/6qOVJeb4PRFeoPaUF4H7SVlqz2KQ72wQdpfQz0AeHyHogQf6GN3pXigxPOQiqkl9DargKktiqVFQrkAGbcsd/0/SoKaE25B9dgK6Cdss/MnLxcwkJmP9AqT3jThEfat2OxYqw1pJkJn4MEhnAxKZzesnGzGSKgBKw/Wn1eVXouYEPILz9kqenG+Gg+iIXfgVkQ8zt49dwZMyiLLI7h8W5xgBecVuLavGQ/UNGavJ00lAL4rnB0Sm/XYuKEg1WZQW1lnwym1ac4FfRcchi0qi8AAA1mQZokSeEPJlMCF//+jLAA+fDC2AnZzdfH/0KtJLWIyhCfuAfZ4dcZOeOWlKK/emYpI9nCXg1b4ENEizaNG8GT0pjJ7oSCMuMF+PnZwY9LgmbExK6KE5D0xAlua+rtrkipLGbK7GCa6qLSztt9Vc9jauI93GLPD1QnOJH7K6C0kZxoqbNAYLzellPScVoqqVwiDb4DxtCzQb7qtGME2/KgQ/mge9U/at4Zpu97oATWiruyM36CpP71p5s+w6WRrQerT3QvAi08M8ls164wn24se8kC4aaCNDd/gh/Wm49qAEuEFvTsb+IW+tvMn7jSzrtuTSyYDavrPgG8sZ3Pg1M9LToMxzaOWFas9+8b3Zt8EMstndTK6IA4WPgQ09KioLnFitBEdKsNe9wQEaBr8ZqJ2ga82DEvGYbLXThU5iw42TUfrM9qR4byMb27PKZ76fgMy7OHJ2YiDaQYLs3gmoY4cHs4TqE+YTAUjzX1vUSGNYvWE8phNMIb3tZGxOhpSX0YXLQSyoBFMck0K1r3vqFoSgDTDz0TWviv9m15MW8iVylRI+lZ0rQfNxvaKqaKUi4wBrNzfevzv/veKZZ8rLAa0MhqrUKGncmBl4szgC9YM+k9VJzzRzzJj8KdXFQPFNlq5EKYiuCZd5AUPAsx4zSQIXMtUvcQ1YDslssdc5IkM1AGCVFSjqiaVV2YrhCpzrtfrmBshlHPiPFwq4J7dZzUs5CbLFEGck5dL2rWZjzIh+kTpf1YiYkKYk7bBIAesn2FoFSYt/hkMgUGId5igZ0bdZPrLwNtJKO88faVInK0yRf34b2FS3CO+BnamZ97L5xmqqcTkv67dr1a09KAc0QHzv8EIL3pw/FuqH9VG2xryC1jAtHA6QAZnDhfATMLDYHVBTgi/0jQYcHHgR5Wlw24vo1VQ0/phA+Sfuf1S2eWEdkM3wCvueuY2yUQYCmJcSxmF+A8mmXapux1Kjp2/fcqzUPEzbdJrzHm97LEkMaITmLGxP/3s8XV4DZF5IrUeVNuLi+mqqu33Xc4jUB3DgqoostFmTBrXSjwYpWnRMvM/Ye1ZpRk0z8cC9ZiWd4aOnsMLuOn2rCPc5A4cow1zypZO7kuwLKi5Hpm9EZsZiUxIeChDWHicQ9IsLwtqkmL7Z7F6fot0I3AI5/Ii4tGZGEr7fxpyndDZ3cM+SqV5wl+U/s9vIrh/+D0bjq6F1HsQ19aJ2WXFaI7ubVae33NriqbVTNetBFxXKCfi4ayKSiB9/0dqUwh8lfiPHiMUwtxOb1tRQr3xi6ca11WhPe1/L21NdhiHAlsvcALEVCnLM6e4Hy+NmhR+wUbWqWOZT8bFmVoSQNVHaObhFFO6qevBbTwcI91U+WzpR56KvuUv1j6kVWpPVCHsQxS3PD7r82ycVzEtliXMc8Zbz9ptByxHKBu/f/7662q1Fzc0NuZQH8D6VYF+RmntcRwEGj04bAhiSE7C76ln8XIEE2Ri8oPP0wgOXc1ML8fHZhiytKy2ZNnjR8GVLWlhFkUYbFUIhyZCbSkLN7lUWjWw7x6ll5PQGqQXxxRBWBZMJj4/PdWyGJTZDhuaBSSkCyt260PPHD+6+D99efSxgjKdBT6IqURwS6C04TDF0az+N4Ejm4zkeJgusaBfJHD6XUHKqrBjQJOLk6pgHEuCc7CPVNN0raH6Ooe9lGOm6ZD/6IpubCmkII2POJsowSzU13zc4VKNDhSj7+SfSDX9i8B+f0MKyFeb3FiuX8zPJMWPoHFtmGsx/HOpy4oeyGVKaQQQFB65XRRS+oNYroOG4kA55MCeZOcwGHV1tJR5Gn1Tgt75xpFoSPu5cOqOLMbCCXWmU72uPleoj4aASioVg1q/IXct24R5huFsAO2D9l084CYvCfJUhrCaQ4ZZZN/G1MD0Jv46UZP+cODh8irSx7NVzNEl29sTnVjgwgCxnM3GqTziG7qHrZ8cejMw6KbIrvq+mEPq43Y0jCo3YEOvJH45sYPYR7/I3lShLUf94r/SQY7Dn8kLP4CqpMHJizeAJbxtS+twIAPSGXC8ZgyFQWlklhG64pn/VRCfp3xQbZ6a+fN6662bVb0GKyiC3X5fyWEHVjJkbD6q0/qJgL7tA1+q+tV8GgIhwdSHKtYlw7JRkrR2M1d8d2zXgp3hQJld6ndoWQSkhwLz5IqRe8RevHvgJO/FtgddPTrRm7mU0Sp8XNtap1hBSKAFaKzO3KcZZJJxb5BCtfcroxTvXlvBGbmatlUN+PFCM2j6G7Xg9F5gvEKQXMCiS0HQSssO8mUD4BONttifnvaWnhbDb7pPMRuUxdFmfEQm9fCuqdaJ4drRG2XrEX9WQ3LRCpHdGTTUVefHC2MaMwqs4FvRFQ6k+Ifn2xLO5DOgwC+Wx2Xt/7slV6BxOi5WFn8MEwJDnqO2zUadlLloyGFzoS1sjs8eCY8JcSWDvZYCGfjHT2kPqrKuGRby6egJJtBXi5m2WR/VZoxqi3cvaviw86BQ7rPAUJq3iXmMONcJJXYzgCm4RQZZRkGpylX5jpxRBlNCfiQEaSbsaWAYiOHT0Z/D9dfS7L9UpXsm2T2iKzVPTJi+aoLCqM3pJiWS4OIxG7nv0xOIyTFA6D4yEvbXSaZLEsQdw420f/iIbVrMcqKz5yqHfzOB+IInYVf5QCxyIKIzjzey3sIl1DopX5S92sISQU7e1JvvPWgCec6jXAuwM19RNQ2SAWm5tdCbaW8mbQyA7SLo2tlkThuViyuRX/bx1lAri1bJlzib8Knv0cNWEMSkNO3QgHXPeuebIGtluvyFYVF67XOH1LYT+rDvc7uL/e9QRjt7bOrtZ57SOrMVTUtssiO/LXbACxbA38X7X2NwoQbqXd0ODWon02p/uLJxeXof0JPW1MOmKmtRUt0vBvRo6TwBWtzBK4MThlPlMQA+kbmEcAq8YS6RuqDibGqhFlvXQyBzZKH2esHAiQBhYRYaVKFsVRLPNDadNl7eLT1LowrVmVxOuNDxrT53uXQ7rQps6NDVuGmCjfDn2veAZ8ta3+73lqCda1xjFSoAsx/dcoTk08FQ883Czj+Zt94mg81l6XcOg/z+Sqr1Zqz/A8KaulpxMbD3n5ATThiAJ2JDPorqQLBqEgtwXtiMwnnNxAVSoWrQY8L9wHCjnV3Ef+1RP07IRSJffF1l1rLXO2bObOJ2M3hhMJ4xE6sWA5hBJVp3GzFHWtdlYUVLx2cUugjhSv+L/3aPvRukWR7GYZuoDYIIXOUbITVuvzA7AJXVtQhIeeAH/XUAUfZhaGuVk/BHTDlmJJyfLwrdthwYmaeK9w2JZxbiM8CRMvGicpD/92f3JCPEIifMiXR6kJ8C4N91tNgJW/BKQxskvVpB9RuthFhXibRC0w997TD+NlE9+Mllun5KrEEmXXHaSVD2OAmh9Uz1Oj4wPqO9ThV9IyKDLJ/lGz3Mwrsis6CRaKhgaI6bgQAmWM7+B0KOAjEvJNOnlcak8WDG+dpxNeKb/k3oRz4/OvCx7gvDUePymUzG/3Cn6JrtYY8E+dHDf2QTDpCYzJEl7a6nfEK38SSjzwX3p4UIWChF505hGkO07iR3UCUuXGF2tXhZKfubJtOEwqCnNjyuyk6xgYcNwd7AAY6xBNk3VqzrA66RlpRfDRnM3w1ZwcCn2qz9/QPijmxx/Z1G7C1et/cdp2j6P3a9qOTMSty/OpBT9I6ZOKXfgKCpjLkbtUmkBhi1Prtcs0zfyYVUO4VMoM8pcWUXTO77vSE83+3+5Ot+EkQfw95x7yAmu+XwCCOb1hKfaDBERdqCZXssTYEg71+hrUkaVWP3S0/THkE5Z+DprMklFwqS6Dg+lfHv7d9k5fQRjn3G2jkLT6xPxbhvEjGWudfdWgeOSSv10O9U3vlGiqNX0qE5UTWmS4cMnJLPok2hC1F59m4MDhOBwBjXhzgLi0n2YOI/t6itNhTu3xst1kxX897P3/lke4QpQeiTG4We7mOntISsIKPDWZuC8NHoULAHcsZ3UK+kAppr/FIgFXlt4FNrU+OG2FIXXlvm3IWITFSDyr35F9Fe/UBNGcNdbLDrihRQmgqz8+uOz3oksqbQNwlU7lUly/vkLf/ry8K+ZgF53LbBoJKxFJ3MFxQthffFsvCod6FR91FmtBiY7XckjWPJVAXFqeKjuTRG628UqCX0BRr8oKSNpKEh8A23bCdMty5KjhsqUIU1CYqZY4+fcWCRbxFCRvXmYx8kudFrs2qOe69txR8lmXA65q3XUobsTspUdZg3qHK8lEUluMoq6sh8/3F8AmJO09LTB+BnHZNNa5CbTZqD2XZIic0ndFIVhR0rBMIny7RYJ+bwvwZvg1onbb5AaIodg6qWjm/nEAKSPodDUKY66HhQMWL/6zxm+puIkatJgNMd32BAYDEQvf9/t5gtjuqVRxwwB4b2prXsHRI5vE6wPQrdDYSP5uKy9UVTDOc7YVAUjMFRrknl93VBwY1ieMn/xGqbgxLEC721RE3r7vexUnEkaHBLgWeIaEhrIUHEqrhcKuk7LlesboxwoTbiHhVEvngpXhxWvM8wTSgefR/6y2vHgAAA59BnkJFETwz/wAbguv3tav4hqzOmo8BD6O7Sj2ypxBhI9/wDXoiZvxUKv2M/flgk0Ls9emFHTiuYLm1liqLwRgeWS/JPoLBGgU3KC6nytHCrdYABKcE9LNhIYDFu1YdnRJGBbDYx5+H0A6kHF7lS5c5UG0hx1ZnHd2kthH/0KyVXfocbwPJM5Aj3jtEP118mW4NmjCcrE4CGndhx3/FSPtJ/kzFNBcbxKBWu5fRAAXJWR4bap80qS5ByRSwfCP7T23Ydg2eBtL0rTfOvs3FCkqgQqh66fHU1dlU5cohz9Iew7na5yNBrI5x/cF+n4nz1XCd/POf63Per+Al5JGtgw0zFHZpsfBTX5+nX6/lruKU/IC8DDg/wdjk/k7MxOnT+9VPjYHs6c4acAH9lvhsyQXu/Wun3fhdH93O9sH/2ReZBJkAm4pBlGTcgO1/4JDZ0O/+emQrgzlWRvLLBLByS3tIwcZ8G6dQ7RfY5N4UU5lqs58EdCIceNVP5gwQx9oG7GNICdkWcopv8vAXZhChQbwO5qWr9GK3jxjRdJ/2UHAk7W/bovARWrU4TuUWh6EhhX/hIRf+j6aVNgeyQL+EeerdTYFlTv3wIqaCqb4NN4KwWJPiof61281DQLhLpByU7a8cE2WoqlFE4VQ4y3do89L0C6b7CQHbnDyy/IbhbqqpRw0cGQZDTN0oMKtQsVxQMajh8xzxbFQpFbrOKf1Rc2NBAImIsWA9HmdDBhV3iExHbIX3c9RmMh2MinrJtevUh3JnYfqqcrETQAi8dxTdV3SkXETZcW6LLn8RL39s7I7/uJW46/WtIkKUn7hqa/bsZv+wXwrVmc1lUU/N78ksVX+tBriM7GwPZWDeVK8eO5yioREMG1Ou8rnWaQpDqTIA1QV+cXiWeHcigc2MtD/JWvODriF9oIfOvvrrRcu0iLDEnaVgduJ81RbQa/KKr4QfJ9S8dKOP81u76rm+09deC0RQj+r0qXbR+BpqXUTEs7UKwbSqp0iEC97+TThlNKaaB1En5JsMxR7hDOHlrApoeOnPZR95fje340JNmPMPN1s5lwnvaCj3/3KEVj7DK97P+BiU1C+zACUt9jkNZTHDyqlyWfdFn/AbC1NY8YibbDH0/ZMNg3253wnzu1b3lcVhOXZwnSmzOpgxMXwKa5kyyLAsj4UDiAb/Smx2mgsMhIkMOZhTo4hjsIfrccE1WsuQnyfNITrrK66bSkTFqURnHMkAAAFXAZ5hdEK/ADMZELiSqtQeIUxX5NGtZuoeF4+U9M3eqtVjaIB6QjXavmqg6YOW1m3esUqk3MqLW7crcjoaK22ULmxY6HC4xACzgjGJNA7Os0iG3teSgBGTtw6HMl9u026fe7YFsxG99iRsVOl0iiP9uvKm7Dj/GqYOGJwYI6bSPAug/3sisWM3uep2ZlU4xBoxVY+sfIGjsldBPTdltJuM1KyLMrknr5tjBjxqjyzsXLtcXq/NdUOGTIHw3jKF20DSr8HOlUbEVrAQBUjNqimhAr/+D56uT8xdOWgt3ilYR0ohd9Zzjs0RW/Aq8cudxn04iQpPNptoK7y2gQhIzfBCPonkp0qNYsYk0URk7xQrcBXuH+VdLGUsia9+GZiPbEMsIDbqFkMtC5hoP7y12xN2hJvYmHHlluZQYD4RtFtKDx9ySyMCKUEh2/Io9IMCwajTPf0qE/30EAAAAV0BnmNqQr8AM2+3ka9fON75mentRWmml5oqcb/Txg0YYwCA4PlVck3pbMbW619LQHoZ6c+aCTce8zxi3oDp+4U4ITuRT2DMfrlR1QAkuT2yzK9NrTgBf44WKC4KQhgEEmI0D2X542b4MwApTnFnftGmsty3OZsehTkJDK1LjckhDPNngeCHKFHuennHsyxosWuZjLUNhV9OjnSh3+f4p6gv/etUJiJzWJK/KMA5PSglWNEMdQxZNMjAJqoJzTXN5I8X/qDUSC2678EgYJZSa/k9FFnLrM+C6lvFNHPEBxC9QnJbDTL4I2FSfImHIPHFU1fC5nM+3e1sq//ac/OM0no/mx8hkCUTh/1pYtm3xP9cm0IXq5R5/r6yX2Y8KvdH3kU7O4v/XPwF8G7K2Jqj71Fc/9OdBeEIk1pRL3yDmJP8vpoXV94MROT9zk/Aq0p4VQIhsRzyXg8Bl3l/gVUXAAAJ10GaZkmoQWiZTBTwv/6MsAD6Za9RgEqhVQOQ3ysOFylD5o/YzjZ+A+9D8RQyTSfcAt6JydDTktVHw1JYntYoJdqP81vjVD0H1k0wVG62QVWI+RNbpJBI/c1hq/vowoaiOAqArshTfAOUQGCQ9XVjazdXeSG/0jci3obeOcJH25t90CNA5a0CCJbVDIbz+OUBFf2HWzfNknAojdEjgGCQSbAjZRvtUFWHabZ5YAKyuD+l1EanU7OqbNaGVIfVYX+t9K+Kuhrye2nK1ISlFijdMnIHFOrVYPxLGJfwu6ZyDRtRgX/WcGiBZsE03l79bMH2aOBULe1rF228VHM463cAmpcaluEqyawqrXPi1ksgzHLZ7OsKbAPIfeKRDtJS5OHJkc9qnLLibrYj9MM/Lsrbo+q6gOM4rWDocJaJhWwltx/HDq3ALMZd4raRTQ4xSbhk8qvO46/9DZ2T+3djTTF4jTMDEh9fgX+Rtj+p6isgRNhzywXZk8IpX7FnVkgGJufdALgFdJUuKIenMI47DpP989oHjk0RduiFSzfOuqUFGnKMubynCTKfqSQGPntvFPSRYYWy3qCa2sIB5EOF3NowYnWdBYCDxCwNs8ibrme8v3L9eUGAFBW1QJz0gu8GSpNt/DAQtdLkWgHqGuC2fpLwU9it6wjEzn7EPr4Nl36uspsuOkfh9rPny/6Z7VwmAlThR8SF+Zu98ec1P/J+VD1SPIlEpQ1Ut232HXeIu/LN4DSxePQMOgImz+ZkoqshgQ/Fjn3RsmetEeJKyscmdyDiM74Px6+Cdw2RNY0nsseXZJgEn127ypsuZZSnTImk/YSspxYLLHIDgzA5AOK/jSRSEu0xtNZ2iYD1+IHvms6GrqE4OYHt+Gz6zZMGUHZq3lJYm9IbRhU3znCIfrvcPwIVJbvGCrMpJHGuxPC4o/Clh6TrE9C4xUV63v2/YOu0fDMpsmyh13HOjWmKN88g7NNV1Hqy2gKVcpn5jOrH9eq+Iyl2zuJh39PCoSR7aghK+nrPmaTM6A54FBuHpGfjsV2If/s3F2B6c4gH5/P5QwTE7XaepdVo+4dMssnMszPMI3wWRB88uZHC/OgiSm2nV/rwNGCEWNk/fftJs8L6FeHDxZKmE7w0gFJvyyn4vkuSlE0T4xK/PxU250OQDGJiU7aN/CpKz4O6s4JnXvS+/Jd8O9ei0cnKIhlMamB1f482adVEw1KSdiTsWeKtg42JBaAfDZJeE1pcjTai1lMvJUmtfxvAV6Rvd/nVgDfVXxVaaj8GDs452rZGW1vgtc5mqtwWNPLrBxH51GK6WrIKt4IMWCxLzzcgBkObBUNjYPcuLXd8jdqt+F5UTMsIr2xBT4y8hS9kIwI5AK5BVO2Ivy3oYw1tf5SYLZZa9oEc9+F23VEgJf72Qz7QWfDiG9+rHkoKUYUc3b3OgQdpIt4hwJwpB5QD/EmWRNlwyGtOfJZS7yU+94mW9BCoNyyaZoIS9yah+N6GDIDnqvlCVgDUMTGEZ3aIEvWlV2on0fvBbK7wPR3VNFIXZaVdNsOQX1+/TOIB7XdtNKy9HBHgl7HbTjX3ySZOvrHNEjOKW6wWPftfmxTSJEez/aNkppxAz8SaalR/FqDIUPFADjIgB8qS7MrXzVFk7k/tzz4apo4QVWUPvT8BEPo0SH6YEHFNIuApXm+3qCFYt31L/qCUZ87hE7V9gYrI7qTCX6CjpEQYNtouJokjIryzdNLbpzV2PukSj2nxRP5tVKg7K67fbuaQyb+I010FG3/jH6V2/89ZWnBFmwsESZKw+o6xKY9qupTPHLPAuFvsnPgE1cKot45cpV0EHvK/rtPhtiJYtgoSdxKNu7HkO9sEYzXmJNVZgv+OIUGKSE+7rNT3LCeuAF2vpXXKMhC9DGavxlz8KDxpMNUjknmW7mi3wwDh/gW6K2cTqbVKEYhABh5ctsu0hEHEC6weO2L1brCJPd7HviuFS+H/H6hpeZbBY7QkO569WcmtGBswjtSpfp8HPW4T5s3zESBAY0CSux2ix/+6Wi7mhXjY7N/atw2Gfstbh7xvv4hesMbDBTaDwJRqHkUNiH38reFlx1KO802/RoTJOZRH2MGi4uqvWd1yLogYAFFih1XTmtIV/Mv4Lv3Xf5b6h/jsNnKavxAsN2w5kXOx19rXhqp4Bh6rpLfYDSj9EyJde3T2TEct4+1QI3T/bJM6HxwaC8LegpM9CHecZiHk7ls6PKNZElkosHUomVoWCYOmHmwNM0fPDPZWvgGFRdmdeR0fhti8XFG75FHraNmKnlJYGNwB+Mb6ieZcbzjUpiO7r7f5HgJj4RLfwDb/w2DjbrXDsO6rBaYO7aoezV8QXulZK22UD6jyOsZlONjWSeT8dKhsLZqndqeE0Dqa65Tb/AzrtlXXScsHZIm/6bkoVQ8kKgg+QKmW7qiiO75me6k2Sb8UzDO42M6dHFiwRYQokiL03aSc3ssxiLLnoWA5FzLEi/Elt9AzfleYcsV69/wj09pXO3Fw3XxBpNRw3EI8v3y6XYVd9J5xazbL14qgs9fJNI/fWSnuMpVUJUsuTirBayXLAecScjtDd931MXpteL42kLDx7vJ+UljV9xTMmYJ2SxP6Pe8kDInxvHmfhAvLLLptz/p9INCZgti/7VuWig5fJgSXT7w3/VXei2fHw/YK1YCpPLd4Nt3LQFxW9AqWL+pbLO+Q6hRgKlLNLZ4rLlfpNK+yRL1vl227MupKnBHgdc5HCesbVhFRrgkz2ueLVK9e/SVV/Ms7HtA+msIycUeE7w7LIvWzCyuodaVidC5OQAOaEesbfHZTh7oIEXoUNXrvxpYV4KuXHFCSJFnWyAulNRGnWCWzPX6sePVWTbJ368ATkd/gjiwLF2ZLILySmcnvcGwj/kw7cqZvIM7pMflzme7yO4c+ShTJd2J0JYoRbXmfUcA0SjdKbk7qgf08rmYYdDVcxWiU6KawHNC8M7FiI7GIEvCNZU58xXC60Xct/shXPfNUe67KnoNvQLtLXnr7sSoP265HUsKlSWP5srEHyqgekIAEk9L/zx2gyBUz0jLxl9SqDpL5HjPCv0GZTLpwUqflDUS6YMKVHSp1B1a4+txonvZoA1B0IfSbY6yPlqF1Apd40+/c4FPDBvIUu8ZRPOfUcEQTlLtGoTL/vx9n52m2GU5wrJBzuCodRZ/FqqnAyOsmrx92jNr1PU79oCPCBctVvmUUKX2S2T6Hf3kneNFRA/Qr3pwqoFLU2pL/0gk70xt6WK8FHliZmPt9FY7DoSakaHVm+Gm5rUfWCZEUBv4DucIz6eGojo20QNeUWwc3Art77Y2h43O0md6NN+cMhdiP+8rRsaE8FYQhAAABdQGehWpCvwAzG61Orn31k+pNWZutC9rblWQefD0CyWxENnKFLGtzbfgqM0pemnjQwviUHdf/4syOfOJPm68isKuIbXnpOl8oI6JFQO1KRDDpNfziVXESkinNKAFYu25WfWy6SJUvXP7t/IjFQb5ITb2YltNFo62KpqmB9D8xADYr9NsTsAMlFMnrdzb9OSIw+WiaFHr59TzMXrN55b+60BUYGsPgfINj5O+pAIa0IGwymoRlLC+b+Rtg4Rv2XQAfEh0vXRYo49/TvD6hCmbxj5Lvo5Q5KwnGdJ+/Sk/FCFFquOZkDQt3d727Zg43ke/29SRjU61qs27H2XFZ+tEyxz0FG64u6WB/cAtJAo05kf1CuTBGNRDH2BC8gp/B9s3UofqtBB/Tbz07jmsX4x7mdG1GE7XVQ7u1wuOtlXk1/1r5U1YzVzX3pOQMIiiQMAeysnQnRRQMzLpoTWx2YBZsOroOGQHd4R6hRA+EUv2XF/yGIdoh9LcAAAnKQZqISeEKUmUwUsK//jhAA8u1/mAbWE3BRkH8rB8WGVEq4gOxenF0El6zCpbQV4w0sbghtz0GORaZnkaD1lzOxwgU6PX9QsF3cb5FtEN/AXC63bpZfzE8utOsO9/wQRtzHZ+O4qzIVA1H79T+G6jlh/Gf6zpApxHZ5yGufjLZ+QuxK52LRKy9JwidcBJhvzEp7c/m/FkCMuQE4pXyK3kyL31dc35cneM0M9I2E43uLLCCH2wu/YCnI7EWEBSspKzwgnJDOIZ7YqMQDNFivMujakO6S4xPyMcbYcdykXumq1hAeFiUBWzf/Crx8jj+9vqCfAqxrRQktlgWPhdRxYJEni2EQ0z1PgTmZ4F96fZ1QJsPNDqKQGR9ZLdPLm5BslVEAmE5Zh4KA5SqGlEUfja41VKLrg3aCQz87e/h0wrxwoyrXQ9oKx85b2cPfUPiegXvr6TXRNWKDdaiC+EMCPHX72f7GYjkSE7QFOB0rbcqEOjg0Thu+FITLp++1VByix3NNgoBQsyNcqxrJsdu+xY8H6EGNBAdfxTwZZMwLpt3xcEutsqmRUEngrBSYm0oQjDxY0VR6pvVVW1yVZWdwGdDTs53IqmP1WxN21dosMf0p/FF72RIz4Ln7skBnSOYUG06mSJYTgfEDW0LONltjZgtO2UG3wLrnVNgeGBzQHiKElCvzbmVgTSUnLYroILdf72fswKSdwgguv8ckO0AZyn7OcAUCpg1mL/Ns+NBRdsLmi0uyENUW62FV7xZYuTpQxW3tTa1+SlpUsCy0t7D068qtUfa+ARdtmvEzWUMT7SL4N9gpc6V0IIacyMp4FfshEvz9P4B+GQ5ejP9yPPXy0vyS/vRvLhL6R963m3TxOiIxrXieonjqIjg24s78fQc10eAupQdy90oGRLilbk8b5qQoOTv4ekYR1Rq7QGuX3D0lRFig0MHOy/OqNPPQ2O1qXFIE9IP82q82MIh8nTb3ULk19FzS/KWPd6tY+9vJVvlz31uNlCr4u3TqvzXM7XDRlSb3w8dvWOHpIA8cQIg1kO+Vrl/XN4F9SKzWmPY95UERJWEdFeiCRjCe6m2wEwFro4tNl1n6fI8lLULc/82pSwtU0AzYXqQuTVzC/1JurDgGHmU3682R8cwAMSWx3FiWMQFsOAq2JgCWn7XkGFAqJqk9i+ZKXLwSOwvLeUWjNWDUHt07XkqBdlk+mvIKib1dLzQ2qv68yrcgSZpTdKVps/J+lkqdztsK9M6Lm4/YAvj0B8EYHhvzJ4QPVw+eeG7HX0kHrxmKF20PDsy+b+AU5hsiBaZOIIntON4KLkQf5FniynTIGO3wOCK/cG7a/4w0zLdv588a7jAWWxbkfoN0CyZ/BKHlXgrMIT/U9cFWIAbx6I3L6Pqe1NcY8u5e152CnHRpZAIPRsSuYvNzTjpKoqaMhHEPcmyndJOW87kkic9suo8fuL4fjyXpdOUciSMDmEYenYaaFgz4c/BdmGpWugCy64jr3S0XLXrRNDZq4OVijoo1CbpKBguKHGTjczhS2kJgtreaNmwYFr+50AI5IJO0uKGsBZkMtHcuaVAs95Df/Tw57f0bfRgt3A6T3HDvy6raCJ/gpTsttFESTNOQb8LXkAouJxp+BG5soAQgaYyBAt0Gst3/GLY/qaXVddCe+8hou3QYAdE5vMHScDezK8PShuQKjZc3uuyiz/2LwhaMVXcChoMBdW2FhIOjMWIfKWQabDo0hMig5tmW6Zhe3K5bw5kcyvWdXenqRNGYZotZPghgsc2DW+yaB8FO/KRnf5jBHY/Fk22++6XSJgRdsRE1nzCxX5EAwofw7dDiVSlasknPS2YfxYPREWX2b7vNesNcSQOo3q4J34zh6KKNWd9YMIUg1fq4J5J/TGIVaNPxK+aaArEPiiWYjesc/wuFJx+flKML2LGMKpPziK48oMsZti6d/7DAXo1HODqnS5vZcyATrbINwII6vrKrQQg7oh6jgV70F8Qtpij6ouTRelnjk4FM5lXRVqhuFkrqgM0ASCI4DwAWdVv85bp9i9jvqL9EXZ/r3CHtAjJx5vQ36iIbLXOUidCwb9bSlCM78yEQPtGCZTV75+QCI33lCfSvteYfDdRSa0g7guKqHfxnpoZ3JnYnui75SRresYg4nkhctZJ7bTAhouTRcJ+NvtEHSOVrrFn8rzvRi7Xh0QAn06ale6k+m89aijibL5AVv3woVOwxYigz+6vp1xSGRcBvogwL5AjoPUhWVGAP+OikICY/MjqwfbH5KECTbpN5nDkceo/B9B17FRU7l3EiZFWusjMcubxN3ObyJYuqvpDwXzMon8rQltvIyDAQZcaLtBNpXCqK7lxdptwT/rYlziMzbVBm5AxKiW7tiWoEaOuabjc9Luq7JH/yXUXd59D6PQlWddfP+l44TRO/yr+S21rWmqw1tNoWDodk0x4dzJmAYA5KDnHqxL+5qkPQ7qHylY6TdX/ENnZHZYUvbR6K/46pHWJJpqs9pQRFvp22MxI6ETFZaiIFed0FPl7B1DOgj1aGIcy46POoPRkuVQShYaCoom3eT9QP6kNUpiZqI7nGj+xLWs6LpXQsqVLaYlUoQe3m42OzZNySXFaBg0muAiIh4px+rfcES73MtwZ7pxXOCX6Dvrow4/79U9J1XHl/ZJ6uNDFr/mcrFH/9rPny0FuzoOPW7HAMWw5h6/TU0f4R4i9Z7V/kQ3uWyuIQrcuTtqXdxaI5kdI4AjZiXzhaXjkONzu/8KNlvDmd/HXtynXxpoZ10S0uVO//fYy0VroYs3A6EJma4ULm9sFxRfOtPo+w/fG0XLLGD9K4K2dc/Y+B8XLpJy0yriImoEqaNVpQDIehdyFVthLRWhC+hturdfpnDhbmx8l/Xur/y9yAtE3iTV0nr3/DTsEIeY06MmcLn4u8RKOOwVxjgEHM1rZTqtOJsncPk3aEIRxPEQQtZLWmbE1l6eNbCvVZgwZZ/h8VuKdA710mbFJA/7C9oO8qy+VZxr0IueExnS7qm3Sgpgc3PnHaGfGXx5CqHncGnn4n8D6KgJT6twfk3+qqULTLNTZ03Xfc8EYvPR14F5eE+p9At6wcUJAzllR0Bzrh6262pmKBdjCCkco/58zmG92+c/5MSPQPlI0tmT5FKv0S4s702oMNFtcXey+UXVDgjkKeGoZPNQNomvAhjIDUbIBGpXN5YVdqNDbkn3DWOt3yjF0IrRKfwzPB5+KgewMBUwxYmEuDwbRkcs/HmrUnzAFsBJJ4MTzFa8yo8e6EPQDHW/HGni6okpEmQ2AJW+5Z+6YRgvb3d2ZinYmefMykIcodElrZJtvx813vFpXuqofgQAAAWQBnqdqQr8AYh0MvCenN834k5lvY2qGXMaOkMJCFSXRC/B74QNgeAbXpbIIiRgpLst7XALGYFYbF+rtTE3OoW0jmjOQgqIL9nIY1h+KezyPjm+V27al808NzD5Y+tRJ949Oc4q5p0cZw3qx8Qbw+OewPXqCGWNleKrkopL9EkYnTqdKdWLt9Mm+aiSRY4Fjy1H6eh4M2d06LpVMPg8kty2867qj8GtDQe6PHvCwPjOtYgi537VSWU5X1hIPPUtrzKmYXwze93ShzMTywtXLjeWPGACwF+IobHbTx+f8QlOaErgVSD6yL+osHgVvqd5jXfCyOUvOMAxoYE4pFbDG6/MBN761ZerLajvUrjw2gDaXeNhWCmqasTqhF1+e4FYzMHZqCJedlbGhcPpUuPU61kmjHdnVSjm4AODpgYi88/1h3k3gEpyHbHJOJLYsf3/mrABg3sQMChFZUDipz32QuclZEEPBlQAABxFBmqlJ4Q6JlMCFf/44QAPIyvInSA+Rd/nbSvTe+9V2AWPoEioCfebTD8ihQ+ALyqrQQlDj5iDjjJ9qld6olA//y+qRxh71HzUKzVo65bFrobeCK+3ffksVU0Z/OO6c/upVtX0SVTFZtKYKqWvJ9OqG31Aoo+dnHceWKsR3rHZb0t15Hf45Y+S/vQ5TNNWmBSRGadlgqhglmdoqIHmaS6fqCckYQLnm96aLL+cNjpic//X+GvFg+fLSOfWg5ZR0zzqV4/3v31SlZQN3oOrg0zQOwR8ARlLIvvjiUe9TzvZpUtjnl2Pjn1TESRt+cbGhKlFwgBKG317Fo5CqgiPhmWHR7EnngUSB+Qoix9CStqQO5OOHuxyDqMYzZQ+72YcJfXbj81d6DoY51XDdgc/VNWle7mYosc1YISJW8KIxpe+7UQsTfnTGzr1hfLt9IThBoI5LYrgZ/U5uY2aiXwzGCNluhoNK/ZdaOEPg6Z63EHRQZhoo0wq1r+aJ9cBqbZ4lnsxY9wuXFje6evKmfHxa/eAK2P+Nf4z957UCyPWu+WF4bOyXBqzFQ7K9A1dfVEablH682iaZ90U4peHdpz0qJdRmeVbiJPWH/dItuQ6YI1bYSX89WJ0U7qihUTm1CrIUQyAaEm0gy/TT25iFHkvobL/9WAaNVw+MOxtdO2e2O4Eku/edBQEkKjjLB6t7zhIEQYBI4Cp24YvE9FLiZ3o1caOGBM2wHdJdCKDih3UjNpS/ytdTSHrVgY57mqG7oT4oSdWW9gXE9H3uT/BbqzLKmOGd1V39k3EeLL/9hk79D5FMp/7ZT1FvDz97iozNvu+akVkuDMV3hl6c3WDTYMYeU1P1g2Y22cuqwG7MGnt8NQdpMDSWZCCITgPsscxPFgz/dBxYRo+uKoApU1+3BPRhOnKoOB9HQFKAAzSS1CrIHU5Jvy4W1CA7IgddVL+vQp51nLWM+Qo4oKQKe+kuytNW/Pej771nD+ozfvhu6ZcojdEv2b9H2v9t6x8DYIlS3KlEKwCGVfQbN2/afhJou9wKNXyvSSWs7xNIlkPVkdgRVhFvLE3M23KumLQsX/XdjonQTEIiFj6pBnKzrer4ZOsLQo1aIzsRb6MVVnzJ8GYlKYGErSPLrBwXFM1FFqPwAKGUUI8n+iKWwY7RBPEczoKxWGvqueGj8xY8aX33w4VGv8HSes5/H9O61UlP28fQucSXJhXj/RHxPVpfGHLQEsZnhLcD5rM6o9W6HI4tNZr/3jxjwwekvera1ZVVapBccFAjiCZYp6Q+EG3fT589PiwRNa9WsZr9x0JsyagWvu9RndjOJuYrwL90TKV8mEDdFApqMAtOnOwzk2Nkm+DBunx6Rx/oMKHpmuXzvi4DWOHlTWx+Qha1M4zfuhjiv7JDpdJ2TebEI1saa9lAFnmdsLCKgyGHXGVA11tj5TGX356XB09mYzU9rWw1uaTukx8Ajxro4V+uVxz+93xItdjFXyycflp7QkZIg7G9bAJeKT/0IWwZudoUE5QQ9n8IV59u5cP0PMW2OMT+RIcntilnDp1ZdFx4i8CT2IlIXnIRVKjeM8obdFfnNbm03lpUfaZVE1loRRcpMkqt9Wfv1LciPJ6HESb2qO8dZ7Pj7wVm9TliNM1LHyrmLtJzz2sXf0vJ2dtv1wzh7yidHi6bPchkwV+aMcJpbRAIeaxlV4PahxnPWRWuUQPANRXOBuQbMOvy7f3Jbijov572ImUhT71djK7mOyVm9gWbh4PqVOhT03yIV7jWrSRzagddGGWyA13THBC1OOZuzD0RITlosg27NyZ+mpe7sq7iVbTTv19k8MdHfDodh0dgvDDyDpUD1NQZm02IZxVLitoYEfFrkJceKdYDKE593JWyOm69bkFX3bcjGoAwXVgxyl1SSPT7HQKeHSRNxwFOIBxUfbIxiigYwjCFS3R4yuESgeiomySDeOjmXxkXCrdTvrOVmWUfDPWUAlz1M7R2zh3GsV40j5XnAq8M7oeEy+HGFEMXwSHY92gMZHZHsjfQh9y/qD00IUmGGvLQM3NWpcrDexNQRxlC5hCwcm6aTanasykKVfB2MQM/Y3k/1kUHqXKThlyilPxgbmU1ocw6YeyT1//4mGMttSBd35rfpQMmdMdBkrEazYqK5E5pbJi//dAoafRuXVcpf0utWiDaLlIDwC1676BaAa8RFyP6dCDm+MNp8ORfa3rOp/XeMgtZ/q/t8iYVB7X0/m96n5D+vV8N7ytFAyyDsLS0A9nr58e+CdPxaa1JgCVVTLvc2fImUBUoKBo8+4BCF/styivjjqzhp0X+ue5B+EIQt3MWF60kN8Evjs56GOyuuwubzl07D1kh2+4VjQSyYa9kHYIfN6T+Y4y4Zx+GtBwCSH7Ws8kqiK1CwSfmPgp+012Zt2AAAAb6QZrKSeEPJlMCFf/+OEAG71VwTGGq35WyqEErEbinrlEBbwVAszMySQWf/8NZMaf6gGAzykW2oc66fa2jZ2Wwt1uVBl5UTD3gOuL/F3KRX75unLNr0BjjqbR1pEmeBgusASBFVvJkIySJPUyGQWmcj/CAsyAwMZSeqklvimHQYAlYl/TjdmyOA1mJ7903lztDu9f2Istg7ajqkPz6OSGVuCqvGomKLQ5adZ6ghdd09K0+HP6uzVbVd0GLMTHVU2KWrr+4N90VOPabhDVJ5gg4dz1ZBwxeMom/7cVUIA8t0eeC/VW7GQokrDTPZpBhdE1KHdDKUWCaCTEJdT+sGKO3luk/qWB4vw56lLTxTYdpWJMzbua9xxI6eZXAE0VuFtFeGkiSx9fi2dhdbbhbGp9dKPMgYuv7759MtJjLvftEterb3ShKD56H3fiRhA6sgQgqzJb+4qh10JYE5uys0q6CrV1qpOrr1o2WhyH3ITMqSFJOxLFlQ3oAMwBImTvDJuvNNSx/2lSLyINVnTLkkzx9r1cd9TIWIjkS4xW1k93Pgom3qLyUrX7qDJbJYWVxTEtYFAgBhFMIpuAmARJRmmUx1SUC5canA/FgBBJv4P21zkN8jzYGO7XomtUH0RSiQhWsp8BAAysKshbl0Ou/4lDMq12pV6dXDzskNSt4UIN68jg9yKU9yGhaXj0CnD/PHa2HMIBzjy73KoNfr4f1UDu6ZC4J3E1tA3kHz+kNzPS217b0cjiA84F+xB2t02AZac+Si7MXl+k4Rpk3OvS8nxXBZ2M0O23QKtQfkB46SLUgpN/6GL2YGR2h5N2DlmOhKU1h3n7mng1kLVHxR4xyPmTVLm8hKydtFrIYJYJWGt4I3H8Q5zEZicenbCuCJ9NbNTRlOAcJd9kWCa9kamcbDaJV9dHbIMOMH7i53snWOdycG1d2zxwNVgOxL9Spfz/OOhRnFZb9dLm58pbrYj0+P1I/zPcr+AGPvxD7Po31NgRfkw3sZX403B68APMcwRQmsef4lX85B5BJEzpMPwjqMu9qMnKDYrgz7AfOQyhdwhrVn3afzdpfHhOSsdcTJ0Ibnegp4QGuORJG8zELt/4K+zPRo9AYFUqbVNmH8Q1z448sYS1H+rsDnhCKjqN789eiStXjquj4Q9v3YOgtVHruAphE8LeSMXM153TA2wn0pl85sUjnuhu6Cwa3VT5YU9xY/5KBP+9UALuunLZdd2a2I7tBG9n8sfbiE53X4q9HrW81XQaEwiyaJre18QOWgAhdZGhaAXrlHPRs35RrspovTPf2sFXWTX4rQ6/ku/nZQLwSH74fZwLemgsz3QqlbuUoZKHTjP8dnMUXFhHw5vvV47p5X+1ZALAb8FYC8KoIL2VSMD4Lnnh1nb9QqMcxEA95GimQ2WWjyvNp45aZWNje3SmClVglIc8GK3cRl/1GSqL+iWZ9nMs3zgZ2VAy66zCaaQngMAwG3PHVum/pgAch8bk0rNu3dPs042T48ZqspZ6qe/2phqSWDMAHWsbhB8l5StkFBC5NbMHQ6YMjI2mu8krwoYg/CndeNPVc7nbw4YGSH1j5U5mzknIL2J5BnpqPqj8QezUO5+K3sAMece+MCBLdLviynVOU0x6dYOKATrTUOVmSAS244HBGGmf/tKPPgx5zlMNtlEwmygOQVDopsTLPSMlB4n+X91M0tzENkF6m1wa25R3Uk0f9oC8LUiGCtc6/KqYK+JW17jMRtTOHGiHo7Hl4jQSGl5tuafvWTcCot9dCwfCdrwSgAivAhBNzFck43Jijf0AjM7EXhKRdAWGF1LeAGl4xqmXebeCjI8Y1oOs3NUy62WhYRl2JQbxjvsThKj69DR6Xby/E1DgG7LvQ7sO6VyV9Z+/AvAA33OhwPdkE3eCDSWPF17x9HHWY0JjEhiW9YKtk6JpBR3BZdhfyO4wu4/ihjd1NPHbVnbg4c7E89GABWTwWzVwWdFZPbnt7iL2t5pAoasoKnaxPLpTNnn1k1zDKe44U8Bu8RXIVbd6gTFsfXWhPi2nI0BiPfo9NouygvCe3MfCUCtwTq01aEM+Zv1hHdg8XH5j2/mwAfzsv3uEyFWnKJTyEKMONtbdR8GSmKeegoJcaYgnWEmiC57cz/oFmmZo3iii7+5u/OncFEvvfZguhEtA61tX46aJr+YNiziCOhyy6ZbsT+s1GdtF9R0zLf6+Q/pATiYuPYZE8quwj1Vg7qnP3nfMtKCNHkZnNXvnnzqcQAJXDBrDujfYWHa7/AUvpqmHNfTxvJw5sEyD74JR/uTNwxmeH7WsdiK2kWpqgCpFraNXF3NSfXfr+L6Qpd47gmw4uXQIalUH2yk0Tn+pBog6vLaIHvGAZOu3RSv7qvbq7RQAAB3VBmutJ4Q8mUwIV//44QAcb+jSCBOveMy8tZLZubssv39gQhFnEoWmedV05fotsSKYODaiUFgvUdjXYA5fgJAfB/Lh8uyR9e5KIQ2jekeIhzakYYAT0Qa4Br76VB+qhgwXFiF8iESsa3+XLgPJ9HjkWGdyi5MddGirLvS3QFnewmTy9yzUWts9W1umqGZLMmB1mf8eALwPOCxtlIhKZd6MmMjczoXDRjHGIeoZr81pEP25MmckqG1cDUh2DkDxM5VhujWRGVNzxY0RuLsAh7re+fhU10TdTdv5Z0d+AhaJAZA0O+q2VzfGBPJ6VnEaC6TZNmusAXndKXZ+58BtZdTYtkgkomo3+IzcPUl9TelADKPHQd5NhTjeMoiCnBgVfp0Gj0gX8iUodczRJCAQCqx/frc0aXex4lMf+7pNpjq6WLobELYSnHvYq8O//YzrhTsfOYE2Fke5HMBA1cJ++Czf7Q+3w1sCTo2fIniHRj+pHu162fo25C1JMUNGKzhgqa/NfpN7j4xh9T2TP+ifSrYhPp+MPWaa2ZVW8V7MPzl7aTB7U13bchWeB0U5zE1lEdPIuGF5Z13oA4CUvmHtjdz2KxDq4JeS3J67XsHsJHB+0E4QLvWYr+LRvivMXme2x2fnqvNwLmK/jTQ686OYspH4EZdb2htFadLk7df3vzZB6jDd1LtWq36SS4bwdltEFWqY/a2zBrEfjmqG9taobA1aE7yYZwSWWCGDlIlhECvmZkM9xJAjh5ihqAWteTj91h9LWmdsgR/9Y47McOY1U0sjZU/aNH0iIFTYHxeo5sQIktlDa5I5qzsDs14hbYdN6baOSUDt8j414kSGz+FpG7MzmXXQDA8zmagOaDZNmdzmDpwywCcrySwFEsqi5pnymJb8gvv4y1vtS/HmC9Mq6tKpGbSOFp4AzroC3TOQ0owpKo5dZiAZjil8npV7Iyaf79Ii6OR8LNIuKx5hSmrDIeO2cPpWkVkHWIu6WWHVIZ0t91fm2hkuI9okdaY9dZv78Cr8v6iEe4RUmxrsfDh6/FjtvykNGkUqV6Wtdk+Whj9n+g29IOC+49DCKxCBSgZq26Fpuslc0SCPWMOrJQ90u2EOXHVANDXaFawvSrfZ/kgBc2eWQuyPoPDCQdkuNkhSXFFMHJlD4d6ixlFLTUnWbBXBktayKxCejS1fHpKQNdiq+Ayc8dr/3uQpdy+9JCujWY4M+N/AeaMM+IWqth3QbAB7W3g6mMALUNYfcBgoxrlggniY3P4qUD9iXw22OhEWpq7JZpdB90QYwuPNRy/9ko2W5ESF9K0T6GPxNwOauk8xE8rQse2uZDnQwzMNiRaBv08LqYJVwv0foGn2nvCwPFbsCaAl7OgeB1OAtC5BuW+Y1t7l9eMx0WNxjBXcdWNWfSafXxx0d8bKblhSXqy9E+4ElgfZRS4e3uupIYuulcBYZYE77Kz6EbGGUmk58+ACWFFmrA8loCwhRjHz2X5fxKuvo1tAmIRkWg0qKG0HmkrNk4yQbIRo5cOgwBIrImHh2GGraXsoMPgPaAFuH7lojSXfFMsVl9hO1YrM6N5JlI1b78Z9xLe3OqKMdCsPjPceim5eglthR0pepSoB6nb7Jf61Q1IH2MgtP+la1Ob0SmzkN6w4hOBzdkgzhNiLdNPauAtmip+mZtNWLk77EyybajjEP1E3ey7y5dovJZ9ZJI8KWeWLmPleGdGW+WotYlBbbe73AT/7nmmpTTa2ft4r5zerWVaaas8tbC+T0ZZzoe152hNc5g4zB6PinNO2wc6449oKDVbSfWjvod5bhWU4j2nZzbl0p14AXLwJH5KMfK/81OnLnUq5RBhOIcz1eBT8TV1A0VUBblna5GPRkGtU3AQl8cMgjGw+LMR0QUCVIE7IlP60FrR3huvOfXb/9AwNwAi3uTyBlpHw4HnlU2wD77QitgqiJ467ixoY9pEmbsvnsYFsi6rYoP5y2vb7y2aYR2J0mgA4ADK++32MFL/YqvNC8Iecq+oaNNEYXUnEIx/tRThUkuUatn4wXR3MNYFKrPz63QuJ4AeAaW9TcyLoyamekH0h5QbFT2+Tb4XyUQcx57J1HvZtwuqKskymKiuSDZAMxFVQUHN7DZKsm0snderrGojOf1BzYucu3r8Pv6PP0GHXaHh/nl7K3xJ/jEOVaKNCDcb1sEekImHGSL15Q9ESmbkJsxRCAvigtsjpT/L6aZBVH0KAY/pAFK9Y3TAnCFUZb0Yu7uKg80ock9BEhDmES/NoHb94YDuLvJUC+3rq1MQioUMyHC7NfIr3FVH+yOOWNhQAm8sWwYcub1q/hEAmT1AKC16qISZVxeICHJQVFns0mELxLV8218c7g2PMJHLjbZMlnhwDOJIWXdlNbbneL22TKqPl0YMRx8C7soyzcqCq+KvSOr2SjcpSrbuXSKgnGkv5tHECI1hXcYL2dLXqFeRhQdzTafEZY8PwNviVnK93zEO3GWnMPuiAWnTNAKknsCrjYZrlWSJfDkN+VbRP/i7WINRYoqFNOX0oyJxUWByRF0GlwAAAHmkGbDEnhDyZTAhX//jhABw8Js+E8jpHVehzsynMcIvhhOGMU6gyIl85TlDDTCAYTItowaVQDEOsPSNs760zrO6BzjLuP9vwOrMfAEGjHIk01x07n74W34zpBn/A8GEjZ/TJhLs/8o1YCTIQOjY7pPD588RUyAbTy1xso0DtSA9SKm3ijckr4C0vtuXep6fZpTC5MLI1emlgB/Sxjg06m6tQTmFHmphrhNrB5q6qyzbZVRdhLSSjAmtZalsQNsP/sPjl0lVic4yEhbfcfaKqOgApuFBHXkXPPmQXrpq1W356gFkwqofBTZAHqhbPVwEWa6PnFm9lW6gRvN85noknPXvmilatQ/KNhQdyZYoaFV14OqCicQ3znBFStxND7fYQQAX6R5TyxtCeDnVAZNUTge6TWLuWXCYjnLkiGy2X6eN7OgTrvO6mhNzbqYs+YC294DWbdeZ6L+wqC+dPf+y3k3cMhKhLT6gkn5K7RCjzzqb1wLqnb2JXPzf4LVyLCpbr9iFdTrCIxq/1dFgdejblk2umbQnaIXJ+FQRzoqfxCUvO8x9K/r22vDRRLThfdBylD7w2S750L1qe4VO1mfNQk9QhxMB3x1VhkYwBRftrM3HKkFbL4m96O06zJdlgbEIJchH3clWQ7jPh+gAZhzrTkYhLU3ozbjD/O1Noz22FIkMhuKHR8/WDpQXHyHZtoFjQglcZfNOVynhz+HH0PKng1fCvBqsy/jrapjIS5MvkR0HS1ZNJajsXFgK2euIBCYAgnJQRJNTyY8mjsGIbaQExeUl3oCwFwcnesqXme+VXp9UVY/320WVdSDue+lxFeIk78e8K2HsUHIRa1Hs/GJzQftLT28n4DqivYK1krFvJ/amIueTX04TixXDJxa3wOLQSfeFI2P0kflZu6lhbooBDNpu4/nYFYdiktM/NokqAl63Ork6M/2mzXeZ/YhoUFXaV3xDhcAtroy4B/V3QjB75TPfq04PocNmC1dhEJXC6YBRBYlHRAl5ynBmjchB1uzQoy24gAMpo84v/oSwsIf39xgrvR8t+7B6CyX4GDtAdeV87qOMLtdj3cJeaimlwXfX/qCwSjLRybGeQ96iIStek0KdY5u2h/QjE7wu3ucudHO0W2VvpHUyGYM4zCbAEa5H7csLlKm7EDnj7ArPITEvAxG60i5A2lZWqzKQVkkNfMm/+9f8hb7VFOkI65VCTbG6Mp18pWSm/WnoYuzNeIDalaIv7J5nwpy81hR7gF5HYeyo13n/hiP261ROCenrqQ/a6gMClkPjFwG3ePzSFPWszwAi+tE7Bii4jgzfeLhFESThOeVHPrxgg2BmchSGgX/00xJybl/MQDVvymc3X+p8BdrbLW85Sc4GZvD0/eLsFE3MWCmsev0jhBb/xEmchaA5FbzGsqCf1OLcAO6h2jMy5oMzmnOZSZKxwx+mPnqmemFGppUiBs53YIKhd30+mPgNC3xCyyAx8VRBEluZLTsH26iXIK9XxNeLdwv2bEySY2d0temVWmN+oAC3pjU8sg3kIMtvK9sbNJDejZfYYpqM7WiE4PFfla0WTdC+ZEL9dGPHjtbM5Wte1Js5k18GexA3S4n8wJRrWMguPltkG7YhgyTx43Itj5vr0mVR3HFxHG0zASqnsltlc6MR2Bf4RRvcSlVbNwS62ZHt7RAft9B0OwFPWEUWb/8btXX+mMmtFZLk9CXWZIzpGhR3TqJmICFkTvwLjgpjDzEaMsFqV23gsaKJIHCrtQVEl4q1AEmasWznj5S4skbORWcfEHaHvHOyPjRLXofujtjDL6sMNAcbDlQpLuzoYixFlLbolsWVf0fOCujbAqNfb25bIizRDr/4ahVEN5t492NkTmXI91fgGYsfE1HqXsoFjc27Y4AXRuz8rxj7LnKMkYKVtTQl1k/y8lfdOXev8jyHX/Dg2Ef5aevdvE9lqNpuZdaqVjFsBUeZW5oTcsZAGluAY9j2sxvSN1k3/fGM13IQJoFD64nLhhJ4R6HsARWoKROzsABtoNcxJoipRMaCsHOdvim/JbtBcjosvq/nG7LH4nSTekUHLX0qSGTbvqxZf+ZFlQOPmN5HgVmpv/SWEOoYSQMXp1gP1KfhQ8c/B1BbQ5tGwGjnaaIN4LHHikC/Syz1lVDG1GT4zdbRqqLpRTF9qI0T/kjHBzNGh5QJLHJ+y/yLB7R+e8RbB8W1+4bsLrPEofVMyxXueTjLMVd3phWl/jMRzJyCcddUVTjTsa9UwhcghdrnsxX9GUxko+5Y+uU3uVJF1tSWFHJ+MSNVtpZ/9x6ctIZ/dBUhlBNSRkZz2MxmSmnhiniZCRqAn2RFbKCdjYtGAT8YjXHz5igJ+aayYYw8poxST3WGcViNlropJlCn+VDHDXKTaziOb3f/cvy/o4cC0ZyztlvG3U8Ub3GKQD72C5ZOYRHJ/zD5i0oPOIigitj8Mk1ZDsZZ90QipyCrKmtTciumK6bcJzN84yHzMJXdls4yVZmANpDi4jPRGYz2xXZtSn51pF05K0Ct9tLV4D6NUWTI1DrUMl4moE6pByDO9oqWzBM0wnDsnDTfIIbvNavMJXavZmVIbxsXlKV7igAAAHlkGbLUnhDyZTAhX//jhABw76kZuJr9IBNaO3pFdOtlxl/D3PynY/gT40yyBzQ8I1feRLp647gUsoZPv/XQAgseLykjBD1P3u5tvkKpZDvzw2BsgsNakCR/7vEr9O/kqP5zQceYeJw1A+KWPd1cT0nZoqmyCbPahn5j+Xp7K3I4ePxTaZK+Z0xuoFb5a23IgwhgRNGF3ZmHDf4eIloTyY+VPQgcT8K4CYrxLQlHpH5nMYiI/6zaqaG5tgR9JShzvwxiL67Xk5MWMStA9zVNECs9psh4k3Gox0Xb74A9VHKT+TPhJQhdU3pRaJTDCZdHSjetK9L/A59dnVC3C2DStbAzACVnORjU9oZ97ZjS2xRHn85jf/p62NlklygR3eYaRHu9vW91QvuBPQIhSM9hEGCf4xHxwXnBMzxDlm8ZX8K/CikwTsx2MdJmVh6eqqpE7GOSQutbdIypedBWnej4EZv9DnMkQyliq4nBjjmaFtwg99ihxxh+8xd/n1fbDEQyGoCv0CPxB5hDBukrhDsD40YRZfHNkegNChrMGB0ngz5uWunskzkEsmjqnNullX2X413aY6utc6NA/Q1yOcXuaMXlg1K++7eKhu9UP54UpwKqJIV/TRnxPqXIVDAq8xhDGVa97bW4oOCoN2EWwI7V1U8KbgR+0/h/97Uoe4YDBz8TvLwKWCmOvmUP+HLGtCwCrM9VVmytoHIXdWPOA9dB5A45taPBAw1CGgdIrSNdbfj/5OcjKHvFa8qF+BAE7Q8tninuc3Km4oOQXWrb2UhT6qhLGw4ugti7qO9S2qLc7Mpm+jXChTsR0M5acdKy+Qp/kfZTw5Z664I8ZKNSpDC18DCz6/N2fSQafFEwcSTPpZAIzzlY+KO3ZpkYVSjuvya2wf3wRAlKP6VpWSf52OIGQYjcbETINvf7b7uFrNR+C0fbJOKUfqtyzVLIGtyGDGOI/piGWITBz241Q51Wrwg6mPAJFICcKPfs4KjDogSN5q2ZtaZ0SDZIAlqsytg0jNa4lCrDWN0coXsn3hBW8ma6ixHcIN8wgdqwWwgc4DTf7Keoz3ABMCIoJrwlIllzFANvDr9mGWKsLXSQ1W+aiVOtYFIYHuOFQjclmY86GlC308cZcPAoMvLYMnvQ/SrPyi6D4WrhRxAwRx2IZqOheEf7tVTjNmdfPSfy8gTe9TfZONo6Dk7yAl+FJi4dUg7qoGm5T8+XVGR5L8RXhWIvmbaeDq/VDBrbtMFRsje5ITn/ONbp38C5Lg94aD4GgM+5ALCjHYpwQMPR/MvxS/hhvNbsu7hZoXyHjZqEbbiBkmDbvpdLB8708k+a4UvW3tjdgAP9IDPWS6hqjrDI5d+212GO91o86MIMd4FzcpLzCfyY0A0QVUL253HWaAqHSThISROo0MskoRGrehfPp+v0Pvl05mEWFipKPsugyU2mgBqmILJiraa43DwR0lT7a/bMxq9BGBCDGFAtoV1uSme970nVzGqDC9m9VhcpYSsj1Ps8wIHKtmjYDiT4oz+4ByJ7f0SlauNNl/We0AxdZSXE4xVCBBo8q+ACUG9k8iDeVFyBRdL8pX9KIyU+iDjPb5xqyNTf3XC2AWLvCg99onI9AV9AOg4ExpzoR1HYhMCHCjDN9SZ04dTJOxPdrrC4jHr+34q7XkcwG954xvJ/c9qKUgHvduPiz4oalOzenO4bTuI3NrYn+bctVi09VB3o3oUSoVs14wopHIhO3FoCY8tzZB1cOEH1JaQwZAXdxm7z7JOkCNXlcIWr9fYU16IhFWgBVRe2JvMnhqjNdwlhT0RBmd0HWfjW1NuYRT/4CJDL+kMsS4bko3K8gr0WeATFJlIiv5X3+OkcBj9TcBsf0qNyh59klxqoSU3gvf4Ieb6eBS0uj8qJPEORbInsaJviWArzfJ5sP11Mhyxs6s11mLLJ8CoR3lxO8c9hwSpVsfbjcysLWZmC2cL2Ke0vfsi18UdS+i6TwAbeMeICnKvkIaSx4rM7BXUnKp2+o6471rU1lbCQdRc4UjRop+8DoXJXqhIVMIcL1/3Q8qQ0ByO49axeU2KKTT/rjBfzS4JanCF4twbhG4sgvqVw0WfkY8SVgN7P3M7bwpC+45IEhT6Qf8GA6rWyIDC0xku2DJ8dA7fIXb3eDXeN+Yi4zIV0XY1LDHkCQStpz/KsXqVmR8BSZQGtGDBKz4zmonAYbSt2eZkD9jCW7iFtZL0f1VHlYc3tHCJ2tiyYedvY8nMfVl+lx+Zr5DImqP133tM5gI5mvgwIKbKoXMPrsjga065UpqM8XgR4qIecltY+VLuOp7SB/6uNxojKbUvXTg5h4Qx8QUbpRWiUkxYUvzvcKC2gCfFQyX9qyuyEQ2PjDcSUWXwxmWHaQTOrDRzv9Hknydi/qkYJdqhsVD31TBYbgMKvP5ZUQNWWu8y4Dlx3EHSDcDveyT+ktv86nXv/0bMJo7btr0bT+bNF9hefQh59xM5Ln6CTR/aRN4t8W/ol1DpaSapbggBNCM5IOUWtTv06PsQtXBJfXC4TRO++fwYfY5spgZgWt4V6SmpxSAueYlpK7QygNpSeJFI2IRmEwPvMCCZGEAAAdcQZtOSeEPJlMCF//+jLAB0tGHTuA/JG0xcEVyMj3aEwEycGArNWZt+69EpeF+8q78uCtBeLVtHrLQhRP4PVFJBv5DddwzrhPx/QnlRicW/i+wtVfunMiCrceoh5bA+03YM7jlA6c0ok3SwJxKH50qC3xpSDrPRrvWI/1SrZHAKgR/mjW3vvSJwzjGbQ2fFYvxQa4t2S+WX33BlrDnyiweP4GyapMOaOAxKC9QfENycA24tTWRMkDz8ARmRH4OhcfG5yaaEHHuda7uKr/C42fZGCopiNyYXfRkQ3x7hmoWlMsLdvB4AAvAeB8OPOr44zRJaQ3Mgg+5uC/6FiRYoXI2zRHvjpuKq7QUGShjOOSdhU3X6WToJ+Vt58W/AGUnzF0wh/8iO/A9pCTlUGECrmFJj5ur+iRzGDXyiKIMaNIx9+hp3zcuMFR8e3CVEX5+YyUK/ZSvsrm1LL0/1SQPg+AiAsI2FTt+VszYCzJxzLZs6CSNQCA0F7g5A9nRy4cUtwuCGF0G+oXIyTqCe4e4cvpYWiZ4IqolmSJDN/wEz2m3o6A17IivAyYTxUXaAvyHizjrEJsPQqjvarovXWfhumXLFG9QMSOqBj7Nx0upX1oT5k0O2icHGHNXprtQhhw2s6O71oI8V90pCa6P5OXFCRTQ8tsLapQ+QNFi/vXrDZvNZbabPkt0GG1m/flsPOF8Wg/9F52aZEEter36IoOOfarvlqZAfsTEip90PSjgGj/TM/HOrq5LAParXNVJPEnLiQ53CGCepuTntiD5SWKPHLb3fkJVhSd4edokf2+2LgikWhjRe5BI0PdoPBfX+tr4mx4MYLZYz7r3C0nN3NdlrAGwv5GF1IHTf6IbWiAJbar7cu1r5XZ9E4CAwByRpdFS97wp3O9VM46fAj5XGWwn88btzxcC5ZqkY7DjE0zCJotEsnPIfVWevQ68d6cMUWZwf4nSHrzFixElVXl6jz95cb4poh9DZJ8/yx3eGlGKxZSSaRBi9eP6IC1cu654EieMO+hs5iDIjOrtrKPV58LFGQcTYzhEYlWuNYplvx0kHQDaJELJS8lTAFcv1jaCAf8JXdEhm2CevDyyzBWH2LsApcHAe+rUCqhTAzUs6w4e2oeXs2/Itz8y1Sgofa+UmiwG6B/7/n9nKE3Jx00PUsAOXODcYCajVGqUg20ZajfQe2Zx5B3+mOiIr+U6MzqPUcFq8p4bkgIWqpvRO5KCnqt6xYbD5UEXEEhOWc77pol50OoFP7Bjw2qSb+iQ/IamUSmT8JecxhdiODQCz5auA8ZJiHR3MFQbfueHNNWuf3RCgR5lF0+WMQDfdnQewd+bbvoxizRQU09N7pLn2/iz8Hv5kH/tOIXKY0ayBmGUhDfRESPivKPSqXiuw58WfqrX54MBAJ0h/MCi02UcKfJPtFwnnzBLPNf5ph3IihNX5KcxyKwkWtIqo1D8Lq2ZFgZAr6cLVt5R5HBtlptqx8PQ8w6rQul3kQqxfpV/Xn2NKX+g1NUWwQ4iQiSPtztXxNWzWedoJIiFQnQExOfevSZDfXgc6T32JU3/zX2XmT08I3d3dChYUvaEdCW1PuZXpe8qhaaBrIMAr0axixKyRfH2Jv6/KJHCkuqPGl4DxS/f9JBd3bMGyEwLuiIDiegmBNByj4SQ/ehiL/PGEPk6nBIbLbxhHk0yKD+VKROqJCW4HPq4xZ4NadqFfpD0MmAc3VnGwC1+rVsgPBWwmpSstKKjGov0SjC9jbzw2N1OrFnsg5g1qMgmVA7+LF9ill1k4sjl8+Fx98HDAdTHt/yAwZS1Xq7XEE3yBeb9CjDQD/w2q32wBk/q0+L8FnI14oCzkxm7fiND2vgoFurAo64e6CUDS/nUBmF4AlSjsnizgxKUqYMOQzxMZCev9hhssw/LQBPIY91OxprXNThqxEyDX1mn73tImh6xE4RwVCvTht0d2nkcJ0Ag6+aeCL3I8lG9WxTDsCz7J9lDnwx/Mtwg+0WWjx+MZPfmPyKvVc+O8VzYFxPOKGSdywhBL89XYqMwvqoha639Q4tsbvctskY8IuJCZypZcFG9FSk9npDAZMclh9XxbQjfzJd79LlVy9GDZxirvflEymHCI4fzf9z0fc/D23RqhVJZjNJV7veRVoPPbKw2JQ6GTgKeXh/GqNxPXAIOh+ib2Y+n8QfZVr9psyxXMfXAX+lXZEf7YxMAamYa5iV2Q0/vWpLKqXgYOXiHipfWBxLuD4A7LSUq242HEnq5dlPKlwSTvDyYbEdaQKW/c4+pXG/BdPsNctDiBEDLQEJEK/Nb436d98iMX6p8yc2MoaYv9K6VCYhCOrG6A0BnyYo7uQu+RHcpfDCxqSWnO6UBZNTAvQaDTpQSrO8EH30rtKOOTLH21qAjlA44PF34yxGdOqA6Gqv8gvBbAhGGwR119n9bYo08sU7+at4t9DwbGY4oDEPX4//BHQaSDUrRw9CCDF2ly/MaS096K4oeWYsHgKTp6kChG/vWZA9KCL6mOiv9AAALX0GbcEnhDyZTBRE8K//+OEAMyp+5b49PI904pgt0893hywXCL1uckO20nwtkKK7+1DP5ozKHJL1gv11FSjCGrl5bHg+zCmEKVs8TLzA0IOj1u17IjtQU0jgHqi22nPP0I3kMl0fso8PK3xfUy3PVmuWjnmmUbAVYkGZ41/7+1VSrr2ai4mn2jyGUmLfPXg1ckv1JJI+HiIJtAON+FeojnpmCUT7DmAJosJR/SOfmv/jIX2thOWpf6Ld3kyg2muBNltFBT0J0bTNMVjTz8Yqnr0ffbIV7OJz01IAWmwvzXmMlaKBrFJ20iqduUehzqufAgJNlEpIIA52nwPqZw5Fq1xdZENVNoplRj8p/0d4FY/DbE2yVhTFXxKH+amaV1/m5gh23R7YVTPRZHKmg/CyG6bUXKm4mx6DIc1NYbTyBXD8n5GQE7Xj84QNDvLPbvaK6DHE44Glx7dC35pEiAqpp59IjhpS2oLlkgn5M7p6sdKq2fmOCuapjTnoLMbLYf5Ql4So4j2AF0GYNIjbkSIJcUymZjeGPlku9GvsLWDGLNDuCY8sKTsFpAzQSWQK2vmsmZmBn7Uv0RADPl0GzroPA0u3mD1u94AVKjoAkJmriZqXE0oMNGr0vNn9AJLiMaTbw2oAMr+bE7uP3yLZw61nxsRfyl2yZPVxUDMV7+4TT4ST7RG0q/5s9Of7+w2OGuNkHF72bLB0FTUVAqCeDrCM9A2CKGTeiGAZ3Z/4oehAPLmCKczpZJHnBTqp3Q+AXSf5qAwbM8EPEHr9ggQN7MQY6e/zAg/jBplrKNn83LmEe7yIo0tM4jE62w7YGoxIPMhYMpHC45oIRIxG75Dyl+5C44doGhL7w1ACZU0+xnDcwKSZb+hD15QJUV2Gw2a83I07pYZD9GtoiQSt89UynVKc0WbVoV9qFMPJEkbYxvNkJGcSdBbuz6+fSaxwlVFgm6CdYoP6BnISMtvdYMm53LBCo0GVhBbvGzlQH+TY7QuTE7u48Lq5Ta54N6Qq3p7HpwIMiRoNHvka3TVeweUXJbLkeoEaPioynOvL8IoY+4Pben7MDHQaHr0CCXB4lecmtb6dY1RmKdkoT4NXFCYEAS614B9N6w5i0ftlzyrX5UMNkt3zeYHyGzvGp1RdrLJaoR6p3IPlo8lJ3ujJYubgL4WBdOWyxDywwdskJPvgJR/PLRnOsxzN1DAVCUA2UsQ8H0eWUtVvPxJqkKZIjgUnrN5e57RCFFcsAHK/me4NVltk2Sz7dSjNti2/MkAaIDw+8qvclaBcwNHtsOR5CPR72hCnPNo3omYb4u5KvGYc17kYU0XsNCYvX+yw8Nv1IKul3jf9qOA/U6D5aAALyeOvxGUitRUXlRBfXBhuQSvJs9sOPygi6fGzqd7lBpEHYI7dIz2HLs5jNriKEdzv5RZTi1UxRAjLi8/QgXL68qtzDihI/QN4HpwvAXdK18TGEJWJ/B26EUTDh6jo3WrPlSrC4GptWNEg4UJmA4npkIWS/+sBwd8IzTcPtiL5L9YAaCY2NY5C8Jeeym+J2lqA+AzSCdg7CjVdh2BO4xR6SSzjl9o3bRRGaBmwsjUsFWbArqq/NjLZ0dqgCu050YKigzfTO+LiUBFefqmAshF7CfWMGXr1qVxu8lypKRC2Wdrn9yXW2Fh6HjdLXt6bOmCgfG/akgS6rptUlzYVOhgfz9R+AgRh4GdQWK8Cn6394ZdQvCY1PAMdX7/J3SfpvMSlP9z2PUxwmSwzauR8HXJlikT9EmNhOaUZA6xR1L4ds0w1C2fwIa73qOU1731j7W+4dUIq1EVFBuquSDOzyCbaILABEP19McqSrvBMq3wraSmsrUZqyhV6bVUe/jSZttYbxDfoWTxEU6Sbo2GfR3KmHYD6VdhTIHHOsWhLQPldsawCnEXiL6DawtyEVa29socrUEaKhdJaQUjqDVZiH63DczrJFkW03x4Ac9hdhrK/3a2Im6Z879GnwtqbD+juBDuOrG0uXy1QMylVILEH4zztZjXDToiFdF2phONLCf7GqDeONDUBbWB5rLItHeLl0ncMGDAG6AerEc64I5tbzyyWvR/7cRahI6aqhPmAKNgD6o/T9LkAQ1kFuE/omnJMDYB85crXdK8U1kd2qxq1vSHr5r27o7IXQoo28OuuR2MejxfvOzb50UnZh81AmisKn7EG3VkiH2qw1BmDSEWa4EPB6XFX5Ef3kwMWD7PVvRL+o3R5i1UaXdZvYzRR7f4A0OZnxpa4C9iENt3qA02c/xX+jaE+IyapkZ09bG49oDdkGP8OBqDjEsRPe0sEHiGop06NyoUSfZswXaAgoLcIMupbRuhDFYu2BfCCq2ZVBiykmNfMh8Q7U1ekudR9FnfKnjk2iZo6oIyYInHqt3I4RmlGR3dTzM6Er0sr3D3okIJQX2hU6XX1BMTC0yyOUm3S5hQGzDL44JHhkP1lZ25dqUGeOctdf2bfh/l5OC5ryI9k8ThUv3VCZrJff5gXF6unCaz1mfTRgiSacSEdhmHKYMbld/Gad7h0T/X4pz682DdotZGL1wbtJHFpQIcFQLvemlWvhbgHNJuUvYolSE5PGIjxVqzVArSTZb51tDjL4hhT6zKwUPDuftz5i+NiHyw7pv79DudhCTwNxVtGj8VlgnI6tOSZkLU1F9S16sDLvolsorQR500kWvqSvxUrp8ZR7vzPaEk9NJ1gPqQUQgP4RTp8l6HFY0OWSn1cVRm+J8Ot4AJ6stVeOxizQEk31zXJxWD+AZfulmIHbVf+ArYFu1DUriNytv4X+1ukAl2/Xweh8k8yvw3IVg+/1VlQt0D9XGaO0WgqrZ/GuLreA2E0lcQ0Px5zZgA0gJ/t3wDiSDkOkNJV41foXRufJ4kTGy99pmbWF0UR9NchckgOpMzqntg35oxoPxqIf5HXPVCKrVzWcFRImufGKkStUzr3pBnUFAqZEXxab73oLt7mVvtQ+HLwtBv+eOF4UXDE+0aM+oguanReZz4Ic8KaPBoQ1I2w0CogCD0MUx6U53vktZh/31UPEuE/y248P2N39u95xgHLyHV+tsx5o+7UwwLtYJjGhsl5Y/20/3aSad8mABF2oJR7JtNsB2g9yx0/hRFaVQrBOT13aPSrKFB2bULnQDvjPw66msHBvhfS0zOFWqgMtu0eWbZlWjJtHIHoqp/sH5PNIklf1JDDBbIk7XeJ8ubw4poLtOv/E7tuyYyO0Dxht9A55XJzhJrrVndEo1UOzCI5THlKBsG2OlArCm/EhidgjcVewP2W9zScgQKEQMjsv8vstWSG3xoS7E8FuvkpGqNuZS5vPX0esb+UmUK3zn6ntSqPZKrn4I3qnnKQUwYGmFBEosgEdWIzhlDNbip25Qgesi9+AihjorrEltUzqU0jDBS8mqFeuOfS2xj7d0qvCN9hpOjORWyT9EN0VX+0MivJhLttKB+0rhIBmW8aNxPF27HFCRyC/8b61iNocRGUR3f8z6F1c3Az/2skp2YnuPDz4j/J+NOASi90NLrqESVeP9to0XfVvNDe+KvM/b3H4v6EeyX1mLKrMBJIZGU2hchdenFMP+mMsLSJB8z3hzuQY6XqyB+FCyVInkToEvL+v1wNFWUjbI0145rCsSK5pxDOX0++qfveXqE4k6l9OHDbai3NUVCFTGRi/u2k4gxmmPkhFG38IFNd6GSFBzgGUkzUnK6rXoLc5xQJAV5F57RxUlnfHyTeoyqG7hCzgiX1XqtER3RizZmWzA3dxHzHvP9xnLSTgE4R3bxDWB4Nb9Zdzrfs3K/q0U1ovNcx+M0Gw/uTfCYjIMZBP7B0e4/3aL/No163W2LZ8XqFvzSVh6viT8sqS2NJdNqQUPod1/+BUnUOjecROag/bW4EAAAIrAZ+PakK/ALXXuYbILtybaPsXVj7FcJMOn/VLc5cAY2l66rmhZ0WLvQgnKiGHlPikJm80bIRl3s8cKmonk0wR3N3xAUnrlwZ41qwKFb3SHpCp/6uVoXRHW5cTyH336mTkVzViw74k0f3gkwgi769rMa3U/yl/osZcRtMt6WNtCKJmJxNttGOSCCA9PrDq59kCe9bf4thnAC8JyuWaYW7Hs58dsGS3TgElaEe3+MDkBOZR76LQDXN1MST3bnH3mUIxFpiIBScOPtZe7L8TfS1YkZP/pKPI+m/yn6Rosf8QkJMmfKsJbVMqXTADhBGBiPJNfIYlGOAAn36XRjOmVSiHm1pGfLNkE2hg4O91lrr/JohuARyUcazxSZNIZlit7rdRpJOnmPBEmiCcikqbEn6zb6IQ7P8V87TjtAozvCWCeU5C2nPtf1jUC3L9Aa4GY3gGziP/Un0qBmUJs72ap4fRmHvUbJYAdzSgQySprtToW+poe8D+/AVm+CFYA9GuBPEzRzRFnRQhWspkm0drY2abUWV1TWXc9LydQCmWMt9LwkacFO9JJxbFKzvhoRI9MSEbkGmLXQrCoa2mj7xiqBYeEzFg2b5JzwZaJCMOSRb7c+WNOd58CLoYL2jnbRIWS/BcdVcVD8vXwV+6EnWl4NZ131FMUL3THV8Gtm+KdFDrrBnQ8N+ENY5ick9aANatTOkytSMrXd6g3iRyzht1IgJjwMon+4T/83zlUJeYAAAHlUGbkUnhDyZTAhX//jhADRoubD/QCXgrNe+dWXEH78D8Q+OdjwYMbL8D3tjVPUob20hL0G3hU6MGhV2E95gNVwvkScwCKdsPGE99FaIFYDHw2uigANOBXIPkRUoAX9NZtV+HpfdLo7ifLJJxkickpUNBcjk1r3XYp/ETBeO/bDC5w3s1bNs39wkWdnpYWbr3wkZ5lSGWXY8a8gy5Q1w3PGbVeKzMfqYPYokeI54zLL9hkbYtW0dpI4+VAv4lcUvgt1XJrNSzn8OpjVuEeagY0vvy0lOBFLG/jTK7Vs2f4xTX+EdvC+CCeeQ7FNpAu4ijqR1oN728nJ10ntNvg4/4gHA1WZIvTKwM1HA4IjoybbIKbWUQbTC6U3l8/jtRodKz9w/vXX3wEitfhS16+ImTBDqY8MAq75muwcSxP27paol1IuRbwerXrKyGO2odfLBWQjKfRF6d19jfgba0TMyC0ubaFrzCWH+BnI4nGpnMWv9PJrsppFRGE5PeIF0qWnBBpoxp8xtN67Zl4/94h1jy2GYZ5wKOz5QPVnLFaWJqnjwUpI3JIkVqhASVxhSgnyZfU0+/B6aFaUfvIvsIEpM+RUFV9THpFdOo77VrYnB4qxkP80j5XMTasRoZbXbkRU49dOxsSv0N6eWesFGr88JF6Sp9WQPeP79QSnRALH4E6YD9PO2pTCnvMOug4ys99mUcTXhzmzob3Kx1SYZb/CC6rU+xi8hpVDHbHCIkJxmr1a1IHztrTbKHxOZiPZ5c0bfnybL44jH/B1eIIWHgJ/dIptB6sNvNAXZhCSafAf5UrMnREajGumRRub14ASr8J7z+BhK9onYeMr1TlSl1NAWGgSoZ4OmS/Ov9AuQRiqUROLoaEmgVSWET0bI55AE1fpSOIZr5t5O1hA8m0VCbOOmS4Fd1ugTK52OaRCDnzRynwhnXt6wSlcUEelLPIYZpb2mGrRcOZAkR7szLK3ckH4LgNvRm5hTYBEfegUWV11jdLcLppE6ctT0vdQFHqJypb3CTfPcwqFjSX9xTCoPMn9/xWJpTcmFMx2FhKDU8JKpxjzY+W+O+4RY+wTk67bEZq3iTb2eSS7679WW5jb1IXxpuHftjlbQAUa527SPxoIBP/J3HZPQ0ghY8ZrjMGS2jZ+dHgeYWQDJuu3q6ftIeFPjCYdY1ERgo7MhyCW6UWgwovenP6j8TO0IFlQXPtQuPYfs5afghQ8K0DYgnQ4D+eLdmJOYAA2unQ+OAHbLh5QXDH9eonTNwCoeuzEaAuiNARdAiHb6Ii1BnJ+nWYpylzi+h5Wn4YBnOO3sy0TqO7hxRbfozYerpCzoaE9qmBgD4w5g8suwhZfhCW/raeN056b/BikkAYGufP2wcA+xYaY1HQLNFfK41u/RL7qjfQnH7XLYxZmht/659AeuGpcZQNHHF7RUWv/lG78eEOkQ5DBWnJZbQO+1kqtF9Gr8uf6pqh4mCKootujQbM6+wEYGgJI2UFh0WNTt8pm66x/qD0d/ArZgG8g4I1xQsp1mPYJTwhUje3y3nbPR6aDP/7ULSmu1VPkHHxHr5Q7mxmkoHeDpNnzVRSeo3Pkt9Mn5VDuf6j0/JoGR8gR94ro5jzzNY520jl+GU0qAHyfyPcJnnPidvdViC29FP6Q8+Y3toUo4nYcyEFW6M/Q6ImhsPuSva/EWbdF7daGCNWHoPgFDk4nlNO3zJ5W4peH6zTcj0W5AdW3XlRxGV6UnyGXz3QVY/ziR32uNzRdQAMdRHUtn1aOFHDzsZoarumXHumcJB6xbBvDSO50VXqnkcWK43z4Z/+JpbeuIBVPaUoikhmRTgAZeNfkLCLvk+a81ySyGzkn84Um1lZCacRpW5xeOjWlIPnTZYn+ahEnylUT+dd/l81E+FVsbSl9R1UgAKLycF5hh8ISNf2vlXfAmMgIdM0xhfFHne84gdHf+JMIPJhAkJw5VKKgoeBjirw+o/y5sCl2aib0lmpl7WkNg4YelHI+DCbR8C4vp7Gq/xO36VjiQn3ZO3Gc7NTtQ3TYWAeIed5q/hdGnvh/nrXNrp2/LHorv4GCCRyfuz2Fj9cCkIMgnv6ozWIFeDaTeuqQjuvJPi1EWrg3gDCyXJMFthEmqdoQ7NmsfvtW7eef655Unu9dR3ThP0N5/Bs9wp4WzP8z8ZGGgPgRDlzCg3yZKnNmX+uoCnQ264wPvqKQjZzMGXwzhUOLQKcqUJVUt334/vdbCYbltb2RE/TxnrBS3PG+5HUaCxInMUhsdzOYOwndy+gXU+sglzlJsKyR03jwprNpM0ecoAowWeJuwC9m8Fk+oMZtK4QIcCfxh4jg+OKw8hu4RcBl46VQ3HOp2B7iuoUdaaha/P9vUtFjSESePl0bjJzcp2rVL2Kjju6zDG5vVgWgUTJHrYJqzRUr63Xr9ywlWPsZhle3ycECJ2Tp6/J71I6akwCNIRpaptXVRqKuhJGwYVtCd7vDAdZno7K2T0hITtd58ZibpvgVY68TaJ+DbzRSyQbtz0M0Jb2AMvrzJ+786QYhZrNYYW+td3JbYhexU7Eyr8GtznJ7/ndTzDLdFcP9SNprKbHJi/VEErUAAAB1BBm7JJ4Q8mUwIX//6MsANlKreU9v4Bf3nkOOiv3bXNcDqb2PPS1zzteFyP7kdUtnADOQkjSZx+Gwg8X+NJ+uf8iYo8Cx4s0gebEO+Rqy2NWB5Bc4YDpNe8d6g39cbm0lMkgb9Ol/oVRx26hgIyX+QmvmU+rC1V73TtZGfBgzx5OqQacrMrbHUARamuF8TXukXUSkxQH+XU+vXVhLwivy0kuKk58U5Q1BzgaE2g0ojvHG51gg1mLmGJ5eQLiRh2lg5tVC1h4YuFqGIw4VKwZuI+23yShMATW7Sq3w1b4ysOWKZc/eC3b+cTif3FLwTzMET5tbGe4MOMqMzqxqcxFapLohFuD6AQmi8K70CEpYgbqtFABVZONBO79EWbsel/8noKc/4hGZmw9+Wns+UvTBCEaHIdiOtHgsW9r9LgrFfXe0j3qbIXArwizsy2nmkM6Ww4yHZmJNjwhD1VCCdZ5HEdhiYj2cLHFr/EGMZ5JX2tDqRBFBdmvNRCoNh0bMmSw/P9WqFRYcgN/hpCpFq3BTVT75eL+dvQvVtPeoPgODR/pTkM8Ljr/sYjnDtA/rBSLK4VfQh6cz5W8DtiDHIvy6VHZdintfTJIShTYCeoDNorv55PD7oa5dhHdgmKSbnDgLDviDDZaAv8GsYRoq+SNQKFbSbfAp9FJvzqCHv/rP+Zj2WyOgwIUcdWNHTr/nNveazgUha+Dow2rKcdczHPmzKmij2WZcYoyYzMYy5mcyMjO6x9sxMMn2QnU3J5vZoe/DiajDI76ysGSLXqIfk5DFYRNKEZleG7dk6yG+CR4CsefbDWHJ2rGxP0WKHkXwaMuhlXmCQQXYTYBjrutsgWZl2CEHtkCIWpLZP0TPdg4DCurEs+ZNABWcY4FZMgpz5zH+M41GSCaXA37KyEIehQ7eCG4eBcQNSRtGrI7YYIq0dgpWbhtxdLPuXzDruvCFskscQRmsDYQ54jCaJSg4IXbjD4sZFwBdMUhuK2Kfl0miZSvlhU9P80WnZnR4LSHErbNjanYFyeI50omQ3Hb/KTfhGVQzc2dijZyYOAhgX31LnMgUW7dGL24DYau74FP2Zql71ese0NtBJsJw2Ds4QA5vfXrI8avHBRkJ7fagPb9tlzJ8O92LWn48PFzI243JX7od9JuMnFho+2S5SaskLgO5rRNym3Fm1UvhPjASjArd2gIh7iPfAnBl5nYWh557xbyLl+Ayqalq4j9FvtfX4Qy8Fi7r5XfNfU7eyIOxwhpP+l2SWStosboh0+hPAV9Vji34Kqy1XfB+E2TEIuoUo6O29Ig0wgiCdC2iK8o3fmTto0F6Gg0zERLDvhEF+yYy0PvjlknYQn5ffX5vxMY0SDbEeyKnLHbpX//ftqAg7n3sBSz+xlize5SiPi92E4Pm9CMrRJEPj5McrzOu3xOUEzU3wg2d3ko+RSBMUJmtfr10wprWczxsAfRGQrfOjHBT2+ufT63KEoM4bsSP7M6hkA6kGwOYBQph2WHcbs3glo5DLmftv3XURMZE4ti93/cPzpA4TJ7Y6N8bLAiQTwuO+v8mykRkKzeakVJC7mPPathYvkfBvLbCuIMdk2bhIDOEw8WSzfFJYC4Y4fvNJkvSyVAEbPOXp7qHvu8fXytB+/BRfrq9nEEPpEJ0P95tVphoM1+LgBWoodblRLETAVJL/R0+uCETFktosSQ4H1mjeUPtyMxzbRBr4wYXksX19WvImt+PjIJoP5neaLlHLYThaJxgdr5D2DxYc6NVoTUfwHYSpwyu3FKVR/E4RPeVvbeiHv7kdH8oXZYOCQ86kaeiYWPjOm3GfuXH9f/w9OcrXcWl+xxQo/EORA/4R3A0lL+NbLXQVpgnFZZ4UVpbEMz5e7xPsGSh4J7GH3oWrNyiMq6o5Iyd3NxnNv5Tp5wPmoA/dmLcBbNPHMdmPj0K1bG5vuwEeYesuogJM8ieVsOc9E43mfXUk53LhnUmfUOpzPKcWb+/R4Rrw7o2b/VJ/VdVDcPPlSusnz/E32y0Sx6nIh9uj64NkzFTgGNPILXzLYJy/13KHFKtOZvpxil77kC1Fd+O7ESoNlCGfNw1w/Q/RvldVSzAjuUvfZ2k2A3gFOnyqMyvYnODExJ8pSEAwih5IhlMknfhAFugNkyPkCxlfxjA2dFPHeILEyqWC6jfvJVSP1Ihm6rsNwlYB2sZHoSKACUWpuQyiyu/PhY/npVc5Hljn62PKE5zAzNIW2tNWk7H733QzxECB/sD71DBefZg0XCAnVkrk2mOUkoYVZFmjYvmPE2/Px8954Td+FVGuZuPGL/vV+UEyce24b4OgJ6kYM4lHmay21xbc94Rnoq4D+ohlxdlEeGK+REt0cubxfSxiRwbeOvtH/6zaeyRWZZZs1devEG9cSlC/jwKp6X7rPtfg7Pn9ih4zSP+nGXrbgtCZEKeSSbvjum2CUAaj0pPb/Zkbpn8uNlZ6nDDXWSNcDgiN065Ja0tOimhDjk+FmI4Q1XoEAAAqMQZvUSeEPJlMFETwr//44QA0aeS2r9eEwFXQPvsFvmeOUljKrZAZNpl1u9O7iG357UplFgasi6CKUrkJm6dzeh4BZ0Rui+r4IKZbwcGIaFOkTrQchTX4SLVkJdT6h+YEGeJpw7OYFWrb0SAkkFPJNTjhhqDbR7d08xHHHSAsJ7l1/Xw5LoHnA8hSn9FfuHAtsS4hAgYzWPhu7nQnzStpHw7jZqmt078kAEZRRZZYfxKtRK86KhpY/BFJcoUjnDBJYpnl6CzV3fS6amzRayaYLcssLrTddbCwbqKT9WapO9dX7JdkLhJHIsfNFShWKp2piJJRNKrAp1uojYeKuRIlZGTHoxpH6EzFtSQ/OBeyvBN7S96gdAnBZpP0++gxEWGAY8/mZERlka+kcmMU6Y4zg820d6WvPDfhoXTCUXBj0Zvc36PwcFnkFJEjPz/UKdg05JDu9NLDQpMpdleEh7njwaSm1ED9neRKccqe7AAqGrNsDL8iKqtQDAWWjOadtZ/rYmreZYmsj7znmu6KTWBhLRQ11nEVEGK9pQNYM9jeOmKZu2ogRKiUepGocPKjfro9S+UgzOY8C/PDXR5YpUusnia0Qe74K7n/NAi2wxMwmHlwph8tZeSjeOegKtSx1aLPX16Smw0OIkTBpeSc4PKOdV10JbDkIcaOtlfS/3FDL3SKo02ARYdKSUiujheKmXBSD2/8e4iRHuGbRC7yS61V+hN94QMFEfTyczN5qnlCsjiCSf+Ac9WL8CMiIlyxbpAmr8d1fJik3QBvfhi+KzCUi1dGW4u7DvAksQaqmpAEcmR+ke78q3cNfvvvlWj/buGci2/vEJ9G+qOC7omXIT4pbxmjvJ1gavHqcUMk7N09HGYQTDqPHV+C2YGjwW7Jeq+qdxRahiymhR8iGWsgw0aE+aC8TWm4ejh3uqx5I8nPiveCBPo7mYnoqINvLoGFQXkK65xNJmqc/idGWozRIZC+c2cCBnRy/115kFsr+3tVMTtn2bkANj137QSqnNIW+UBCyRqrGx1uJuANR899TOqlbq97P0wDjNVGKg2dGfGczFmXMd+ahRpUGy+NxoHjl74Y14qZ4JSEtuqOkMmNvEtPeNHepi23VimY6Ek5MrIeHgDJdPmvFnF8tHwZEkUju8KbWilJhG4d+cKorXs80BBAReOaVvTrLAzfAb4ErAK5Ipn+IijUsBb7zmKW1wlw11JT25+KAH7tdfMRA8oXYXOyRrNxO0inEPy1TdN7Ar7ArNKX+kOpthBLw+OyhIGBjnOQYIHNc7XNKnHgMaFMHriCH9eojk4tCznVi/Xkgwff/Qj5lbWz9+0uIO1Qm1oPUPLB6gl6WBeL7CLPn2eLhO/naHcKx3Uz4nUATHXz5QYpP4F7UdAJgURnASy6PZ3GK7eZVgqBABDg8s58gxyEMSxu+8L/szEC/PAOMlgCah5Pkz0TYAGReX4oA1zEPSylQSsX19pEFNROKY+bDMw6wuL0BKGmuVXlknunaKwD41/8PMtFbYMfh76+CH/8HBF9YEUwFYdBM3szOL1YG90OTuaC5FmNrshHkHxyodgrWLNEg4IDsebIDznaAFpaSUtBl5pjUT4psN1FVKJYgyOt+5jt6wCHBBPYXJFU3DL8POWFpc8zQxesZmac3/RilbmkDhvvJiJQ85mepV/Vru2XuQwTgMn88cj5WHDuA0OZ+cs1Xk7RYmqdYyYfjYTavVX4jEzNzPMHI0jaMvLrQt1zwyxJQATVRin/mRyp54fAs/qp2mp9I+8ijwvLo9B2wAAg87DE4hds+CLZ2ITaKL2Mbi/o0N8fD/53jAqY4qwkay+MbfKm/MYBtrwUDfgPYEz1dZvsSQPc7orG4SGR9KB8RhCW/TSkCZIz5iYJQoGaagaaFHr2t7pS6EJshVmlyUZHmK/NiBxntm2ow0X6FlGSs+q6FvkqaFZ17qrpx5yg4Ifs8TIhRObQWrkeYaICzyWYxvdx9TB7tCZfx2+JOhLMekGckJEHZYvD7rqKuKXU8rMiCpbYpoynQWBm+haprrE676frClQI4PNF1uQSjvcu6skCjmzpi98qV+ZKx6rQg0aZM8xabVzWhCwdOvRYSrzE/6DlBMeheF+hRMQSLQvGoU54RusPuAS+I++/1jMeoyn6mkrRwl2YOwnzQBPs+Q2gBhtaSm/ekIciQBhxjy/WfgjElTQFbyywV4o+qtd009qF5pzTeuEeEjamtYcvoxFBANfDuNZe8gWNIulQD9X4Xu1EQm1l1OJ739RHmy2xJNnEjvnTr0h2yXgo19Re2FQGSxTKkX0J6uLbivqSVpp5Tk78BSrZ+LoMnu7JCjAtHYiCIm/Faz9K461+9yl6BIWjUugRFBuBb1LzzCAAGpWh+VJCRpSH0qBxCO9njQk9DT2gCMLTIC8DhxTXP+c4kw8OEBxbpjCTz3wwQoWfWmELOmhusiCO1p4AePodP/K9SKYeOcXpbKgdXmz8B+E09Zx+8MDTU7oYSHJEUDusSPYjv8EYZ+ilocauEegf2CXTU/0uPXwZLuXM4brVcw+9sgAgigmeZ3bhnXmGw+yiYmZbjXjkeUR6jN1+cQN4Oj1edpSQ2sN5G9ky6TCDhi2GQmHipBYZbE6mfCUUX8NpcVm21oEuOqci9xsAYgw7YzEgh9JyI/gttqKlf0xdEGWaCzHGM4oCCXTOb3V2d3HioeH9LNsYMT1KmBikt/fdZd/7wjzd0T2UNFtkSB7FU/UTaPIlg5D93CyR9Ymflz2B5xHII8Fb3RKZ/Rf9tv7wFe1RyywHwIXao8A2kqHwYknhWQIQcX5ZIcInT46Yqx6MBYKe2QUnStI2FoBmgJmaymL7ABJNPOqf+LA75jJY7nUPO4NlFRkUnqPY6AOUk2bKqRjyqeLw+GqvbTYAQoJMYuviznnJBI48wsUF5CPlBiSD/SeY0WZqrC6I8h4qdtB+tLETJFM0UFNRSVobmLprYFw31jCZiSxbkUnKq1Hbp/3xtwbjtJWn6gJNl2/7UaMRQ0CTrRxP0UJuGYddMoEt7BsSppaLF0fdPVRN53YMi9lqtqRDVDkyZcSHBy6WI5+D/Zi9XYnXbrYjjlXIM227BcS9rUpevG9E+1yoGasXqVkxkjexfFKflwXfTDauNUT2U9Mvb6Ka8EplxtR4TCi8sAjdL7YD4kmpet3p02qagDFJCnQUfk32cvffihwcca9P2ikJmQbCoxaC/Q2iZxbPvGBuo+mY9zxT9cVu0ULA4n9dUsQpmbA9ANqoJOQaX08JN2xnOzN81xJsDJxeK66MYM7hUAvPd6G79Mlz5j0X9ShoVuYNYXrR1H/ukFDLQkZSRv9MUM/YRc22pex3J9kuKGR0auwKJT2Pfp0dEbzxbj4WTGLzYwUkfhPHz6ffkBUBqWXMh5UBeqvBXuyWFlJ5sv8yvzNBaGlkIeOx90M2ripR2k7ewjVcjA3seRcWpcYloIP9ijUsXlqXWOk9/ifGiL1CSklWlHCCZYkWyF7dtF1v7WhBqVJWuolTBRjcSY4nBkMbPAW7/52CIybqtSo3OcYUo2H2VR6+KhYXyT/nJpnursYJqAGfNUjazZunjz+tRcimrAAAClgGf82pCvwBiEseO5H3c3y6zZGIgDeLPO4kMNmR2IsJLmxwsEAaaNHh8RQ4ffZmOqfUR6cSpl6sZQydlOQRUYRsn6VwlTuA3qjtbVvlVw0rbeCZUAZBO8sxqAaOhVaa2XJqNlW0zbQt6DRgN2EDG8mqftCOO1pjcqX8vwOpSbrnHiTw/E7xrOXRkCl+yU2jC2k9spkL3uZWlqXZJ6jRtO/brzFSqtgJeE8NcYzBTXVj+gLRF2UeQr1v9XEZxCYW3MlOLAnNlsJPLg9+BuQlEVWVj+zIOHbpRgFM6cuyW5n2ndVsPswTFz69r1OAYTC998ACnUIB8M578MJ+s7soBH9HQPnOrjNYx2B0WucUlDJvXmHL2bocTnt/BkQYZMhm343J9wkezZ9JV6hR2qu/DPba1QWl9zySvxI7GuSvORb4iK+T9u/f4NhdkX5c/Mt3+S+64DSXUpkcY/f547WnrE7SOlZGxsw5CrhBj1ims+803t+HYS/NDPai3xwHHWk7ZHYleQ2P7wXxL0vpCW9gyLpUBfHML1vBIAFAKN9HF+04FfeoWwzx35jXm6WBjYSL/fwOE0QSuLpO5W1gqTDze2dCEHq3Idp4DZ1P1cYspjRWdAWcCZsOVBE9+kWbRG4uXS5yfsTtAPjyM9D/fjnOCeFbWM4MT0c1ZWDt0Rw2TpPFyNEQht1hXyECHTdz0AcB+iFdOI7AedyxQ26Dg+KF5odZn8TbcwSVzNdneABUiX/QxYvyhb6drdMN7xuIr6DOAVOF2aWNHQi+pmihXrUo2/QU1EkcAdmmMlzchmv8F0fPKAMAP6I/fknE5AfY/Sj0Gkt21I8KD8LxDhEb10bNfDMH6oVV8wDJBue9QptWboo56MW2mQ7wMAAAHk0Gb9UnhDyZTAhX//jhADS8cnd9WKoBMd78F5icRWh66eXJrsHVE5VoRfbxGdZ6ufqW1kFrUSqIYQuIacn8rWmOIZdojN3VppzZHvqR9LgdFx1fEvFBt7sywSxpP59UV2wtdu5lzSlJ10RM/ACuxH7RE9l7Fyp9kkWxhx3cRSPNZdIZploQFaZuOn27Bt3/IXfxmbUkJTI3DYllwm/uYC0PhDGmjm4ZQpcQ0G7BBk7gno0x5Fs3fwxFUTrUvkgACSUbXrzYxFaplv8VZzCHj0DjfvMOp96Vmqwp4HyMSGEUmJVVgsVR1G3NMv30hN/XxaR1eu7qgM1A2xIEQFQA9yM5nlznqRsWsdvwYbqvNMAFQezkkdO/ubv5vs+nUL6xoeHVtRfqrxg3o+R03j61lUlSEAO5720PJh0xXGq1MQZ7COmmjExQx8W8URt/Ud1FHmb27eHxeyJGGtpK6nf2pin8ZynVwpjDhg3xOo8zoch46oR6wEbtLNtP/AnCR/TXUo149/KRygKPD3U6z9WNIBSoElTD/Xwi7VT/0gXCpcnABrbXx85YaRZ3cnzXsbLkvbsWFSRmvykstTznphQi/oxDweOpKNaOn4Uapl1J+VHTa6LR7qKWtiAyV8CM1zalPy1aCDOhjrM+lQ/rWmlJbeZVLN38VnpFNRs/wXvIoGpMy+aK3pLOZkLR8VhCdFoxD2Tr0fHJ7U5A1CfdoffbYsD3YcrtQQaz/5h6NXkumRrqKKoyYWyWKCr3F9Ah6RdI5I5F2iMfzSZjE9eCpkoCrfSlxhBs384i+Ke6wS1uicGTaJetEyicV3G0TuYRfIfcMoiFV9KN98pQR2WQSr62K/utIZ7arg9kRWcpbPuC0TWty2ovYYlyd4SgH3QEKjETbEOAvzPu/0RLH8nJ2IlrvGH1PSVDgbXkevHQyKO60qsACR5fdDSdKCdgmjjft/NagMBXM1H07h2RU+Kmz+DsRfpVS1QrbtjH3aVck1ilcnSEGKtIarktZVk72Pser4MHoQJYQXOFQD45QxQIbfw4ExaePT9R+5xRxTxBVJzkQd/Wtx5xevhU5vzb6MV7U5W/NO6a6fcTScrBvkJYhqJ2BAn+GqzSGryqYX++Ach1khM26zUAH9RIXv4DnsugJ9S5vL/l4qJpmRyvCX8G03aK+6B486JobiWjXmHc2X8iVSMw3X7rEOqdk0Mk9Mz2c0MvgHMkHOCjSRRhsG/7h1daWnoFRt/j08cvhV/eVwEX1+lr97zAAPqE793ZMSMR0LUxbtDILyAlEtVtBtly5/dx2qY/4j9zAsZkGehfZnWDq8PuXJ5lVhCF12d9C45MXqFpZnBnpJP0IiUZLZR+CM11MHUSIAZjpRWd+SPnicg+pSUK3cstbRHR+Zz1HpEaXzcLeySMX43uGLVuy9nuTIiFCmOEskevMzv8UBLmyOFKBN7UeG5vgtccuBOjB43nBXBtnrKf+E++ba084BzcK3Q597Ss/0eciI2cq2PdM+MUQPbGk/vwEPFbqfxrEVnAkaOjJmhXCafaUA3sDC4TjJ4ZzIsQk4qK/DsBTWLD5+4+H749JQc6Vuzt0DYkyJmmzlo51sol1iFozUljK9mjFh1g/Cwk8tu13/9nupznSjTiGH5SFtT+IjW3jQZWBWyLcQyaEIhLEHMIbGuaAm7W62l4rBx6t8Ju1l9B0fqmRVPsJ58uLgnIV7ZGVczktQ+Trd5KDo2R3jz93Kih5fBRU18fcLO7EPY67+cd8hD/AW8hIwcYCcDyCXAHd4Nn7wxVwKBzZQLcI5n/6UxA8JOAFegnlsX0s9zbZFUXK4uQUVFt8Ms51cyI2owkoNpEIZm9IEIvOsXX4HJCMuC+/NQKlGkE2VwSDYwINXTtlCdmndQeFTLwCIDJcU/jwEcdfARa+rVoBLHnCWEA3s9SKJlErxMxqRAe0sPu5DTCPhngY6HuQM7jNqdAHszgedppdcUbyoA9x0NBMLBUXwNjpoGjTIQFTQQpsSE/jsDIPWAuBWmvLZ1gWSw1RfGqbip4shbNh7j37EBQJYIvM/d9HCSzX3yw40/SQZSyNl7swKk/0mLj0lHxLhCLSCNyC32Glmoxpo2Q6fqEYw/50anUEGjfHdda4RUToZeX9R1hBYthZ+VvhBUdMHngBD2CeROdq0apJPDEvn4QxrrddEfdLOq6JLkMjfVa9t/w2Dj3tiETTvwnz5hyzg53d/Uox3tmf1wTr1edeCiV8MqGXTHLbal6bIFwmo8/4dMylxKk1fWMVrVYWpMw6ThXj4T8M796hVUaovZRZiIBoG47AUGOFhSWzgdXF76H46Y6xhu6T8x/24Eu2Y3Ot2bDMP7/QlrpIYYml/69Dl/XYf0uYD94l/AnxQGJqszEXmM45ZYflOlc217KT43HHjH/i6axEEHtiX+lNbxQPk0Zwvf/G2Gr9fQBJ3zOVQPy7L5pwtTDra4Mmfv7Xoo0y1/w3lkbZmd6lpmitasg+z3hS0lAU2L8MsUrgxWglnCiq7e7lBnRT0/JFPkbbp5N1RR/gp/qdjTzE6mUtUoJvVUTGKsqLTbInDJm+1toQzsixuX8AAAedQZoWSeEPJlMCF//+jLADacioO3LP9YTwSN7s4s+pOD4/cbVENAMKAAVBclF/bTrEyC1eox9W5yjbPRLQChgQhjGFM8Zz2gTW7JSh85s0vQc+zcJszTeMQEnJ18TRPKiO2pnYNxdtMxY41f9IgmO6hO5d/B04sipPEqmnXTm7wM4qyjIQ5DOLvsZyvvcTB5Iz3wCltHx5ZRwki3V8kdyYfsLuoUvdFFMS6Lls8XCqmjrVxz2xUKVoTUqivRvKz8jMBthwshP64vhUfDhedicMPz4Be/cCeoyPcGoBp6nKPEMgjjuhqT1NWNwemvYbWLawy2BWt+oWtFqkOvsoTnv1i+26M+hauesT8/wRKIJtQ1ZTrafU0Y2Qz8RlX+VVOYdzF2BKKZwcvuei7fgsEDzllI/Fob8m2nZRmJvDlSknJVVRzwQlVjdPCIY64/0TcdRwOGLNMWrXDg3++VL+Wmux/cFTkVc5UjOebtGU2BGBpPThGmHOuGmWgevqZQzmcxARke6H62oBrWYwSWk6yu9TFFHCoLfv/OHQ6rPAjFcn+R28oPxJeI8X5pLPrHhd4jG420Lk0wirTuN3UPcXZMVeAeK8JX3fVdgdYlGSmWldbg4geqkis3uhTZeNsnnhdiKOTbqpGQgd/s/1K4ZliGcNrqBJM+SePX1pT+2VwRwCZUXPw0cE3HXRS48e7/xknpZandesCPFNbjuUAjqkNDo9rJbYxu7dCRHa/zxcrwc1Te1LqsEjGA3Ji0f3p6ZW2y8UWyD8VsRl4gzPHF/5LR91BfPgHJNdBpQghoOHLAcGHosoSqKxYWuehyinPBoQxmejj+zHb0EcoMkHO0RdvU7Qi7X2/I6iRyRMNavGJ/dzYRvDWjEFmFf+W6va/3k2ZdLvP4/fyw9QgQXztkqC4FWk79jGejs1qFGRyb9MloyIHXIw9J0R5RdmA9ZQm/XabStsInadsemec+yp7OMWT7+64CsHoTWPlJfaPQmUN9nf1mRBl+ELyv7yKRn5E7OEmRa1Y0YrRWbPXhyVuen8Hc23I+cl1KJtEkX6zWPlNn/yIP1GLUaVIkt9RSWwPyz6Tpdvo9ZkwwEc7AFkpD9FVS7xRB0Ihp56HFwQaNnM2erPC86vInOx5i8aa6HXjL1rUZEWf67CSblK6MZBUMAOIJkgXW9PevmtW4LeDYRfGNYrXOsI2EbAOND5x7iMTd5+HwufCDDtvFn8qKbZA7HbZjbzhdKHvk9l9kpygmd2TL12lnA7SsrpG3OL+14tUosUMQZmzuK74j/09OsjRrPbh30NUqXY9ZxbI2Q3hQoLlfQoMyO9l3WB9BzgQyp8ZzDuvus4+pU55IKDD17xAmrI1bR3N7iy6xxufV4wResy0hNuC4Qg5JNwcIDQtO9l7uZh8e2gcf9m3F4W1YLE5HAbVoKGCoCWPzdgGh4ykmlVY2bkFNBanMM9CLd+R7ojFf47KZxKPIodx8m+fEk9ij9cx56AXnpU4mjjhkNjKBMNv/kK3HP1+/634NE5zF7JF7W/vk8LH+4A48bJuu8CB/WWMhvWLn+tBr3yUu0yxQaW8/t0OKZB1teBQJwPzwwfbC28t0h5ryzhbpxgRgyPNCVE8bthM32NwWqq/Z48K/Yg8wO9toA9KxeJ3IsrHOMKzHJ9x7mJ28HL3bZ28fn7JHpU+DZydlKxUcW33nMPixa+hsQGdstm13/jz7dLptApn4M3dxlPojk35jIoSzkFC1AfnCq+jqoC9B6UelgjtSe1R/1pwz1wT+/SVh2rbBJ31AGmgl8SglqZXucw/0Os/26quNBP4SZO/uojGClxbgvh1v0Ds8VM8tl+KC68Qpn8imLoeMWT+hvqekO2u0YuSUHqA0zJEsqSQgjRiMkqEOYzzZrxPH4XhotGetfOSQqvcft9QP66qFzvzHEi9xr+ucphgSmzMeWkZFlUDRy+Dg6LJAdTAV9Bw6yOrQurGpI9khKSaM6b6FODyIjq+06VgVyoYeMTYTSokrG46mZKJIag/VJIpGRU7751ikI1s4N9snmVizxZoq+fBG0mU/cNLN17vGZ5a/O9vrSNDnLidQvyZE/94wp+G65EVl14QCByT9JmanHobYb+LiNEBC2ejESNfj5JpttQVsUEUs4EuCjSeXVFah5HYHwyLV0Z7dwFHcUOB8dBIinJDjLkfObalF2TksBY9Op5QxhdKxcwLGbQ5/CwK6klWjgNNY4plD12IugQofUeWe1Sg/TrqKPA3W/sC4+xtqVw4nuvNnh1Jjfy2YRSVCFVRuGW1XCrFnVK/o8U8ivgVsbqfWLCPhrt6IUMKKKmo131qj7wTnFR8OQoS00aw4vI1NR2J8Se1pD2s02B33/p8iBVetcjq7qUOPwf0CYcCcd234Ds0c7UbKmB/+fEYID1XZ4xS/+i3FX2r1OXeyoE3AbIlKmJIi4k9hX9qfqQr5M3C9qoz3SiF32qCQPzdehnUScahjYx3Qjwv0CZn6cMq481DnTgrdtfYyYc/LJbliw4aX0Zce1pkQ+EmuyBjcQQCzlusABIYJe74lsEPS9PnzY8WNZaYq3fWB/HZLGsdQEq9F/oo8Rjh2+1ioAAAArKQZo4SeEPJlMFETwv//6MsANpwnQU11aEQWd6Uy4dJxc2N4tki10QLkSujKgb2TvqQYOpVg9cYeGvbiSsX0It+IZ+F7gxZoCoKZbPgAFRa9u0iCJdc0AYK22wzy+XUJGMlv4mOPgv89VwKBL6oNfbvsQ3gdI8XGFwrEGeaGnL+mRrrvKKNHbCOFFR4MrFfQhfOyd8FvHbpTQsdYE6J4LScxLCJmmVinGqkSP0b0HnMfEiYAA5r118Ke7ldEFro9iDM+avrjgjXkjRSsAe+EJQ8TVSadE6/SwAKtHpwslPWJ85vpcuRRVTsLgjREZjfzPan1CpClV8PN3Xz7tf5jtzY6yxDXdGf71Ok/FA7m0lAlpqc2B23YxSGctHme+QxDJzyzdoxrsRixI6Qz48vPxS1bMTr/CfyERt8iDp9ieaODtKmnQ7OR9o5lVMqqQumoGWSirP4xKgTSDwfkGDAThqHD+Xp3X5y2OI/GRIBA/55xJGBN9EZjqMlAfvyIRIWJiWAUsjVwaUe4P8Hqd1wOfHkGhBoz8BBrUHt36XmTuR8nqjxm+83H+ZknPopbapDs3KJLE03767lJE80KyKyzCsCYqMCgh9MzurOS/xBugMl2ll9LDpJRkG5AWDWzuPVldmNpMPvqvkNIIcwGAjCnS/MRmxmgz4IW5yNv2Jgj1idkSkuZEYZDPi+PWd+22W+xzXNTafH55W4hkWq2iRdlmD2UgqHonZcQtyS3hptGBgE0kfvXXXoE2GFx2LUY8C/NrC2M8OG2dnT80lA3dA419m35J3BxBHUZZpbMROCxyG7t2GJURW8sYiOFandEh/hW0cEVvH3+KBvEhGZrDnZW2UHZ5KM8aCDxtpFyEcgFSYqWShRfhDPDaMpHt9939QqSFU8LhzogB0D1g3tUd/1YHIK8k0Bm+6DkKF52R77+5wwjMDsm6WcGTZn1w1d9nMnV9KkZi0LMV4TXCsl8W42P2DneWGES4AkFm385tz9SYpAHFSvyEDWxabga8R9VLSgZOsreY6V09g9/jEYF+8l+bx0wOa6H3ucJhIwJR0Ero/xi7wnuDJdRuP+Z5JqkLsAOxA3LHUHqw9pNNF4+naf2c2HBvdilzlHi4V5MhJLSb3bp1Ms6yK1WU2A7st38R4gke5XfyAHuYhc2WfsVhtTpauWx6bbi2HZqCiw0u1bVmVAYIyHfBRBT76NFva+j/uc2s7tZCvK/17zdy58DarpRhWiuTGgH5sphT7GZISL4X9lVIPv9Vv8ojf343v1LKKmdPSdBWdXYauA1mC5Q3jdau2BxWUOYqRR/O2YvIJJEMvh8H1SAYEd/6dt0T1VJKph3UZECQV6RB/9fX9J0ZNdVT9nfGawr8V5Sg/L/V8LiuaZKCGCicy9BVGkKR4vzs3RZlz+oJihi7LMsRwNHPRfS12sVFydIwGwIua3gj5eEl0jDRdI4eiTSBdOQnUverrv9T1/d8KlCQbqllQ0M/iSVOqsoPq9HAezce/7vMfARgyzGItCY2flvZd417f0hIFFGvWthn/ai30/plO34Hi4qn2kEPS+mKxdiij2i8ovmIrMb7LIQzFj+qhyd29Ss6AHLf000eWPz33yRDQlMpkEkBkXbxDNEyRxRW7kFbwtYfvrL5KWAY6xtXLPNmQqkxRuUJOcXvqvrkv+Xr425/q09EQZ9JAbaEhylUEHW6IqGpWGyXOSegGUXh9sWlFjYANhf4ZLNC38LMcXIkBVDloMcew/A4ICv2WKBJfhkKdWYYL0QGSD8xqpztkk9wYIHg0q7OolOtrFqHze5M9UW5TVOmx/I6mU6DyAAsN56Y87CprlNB6iI0Ag2X6FYNn5SXGr/JcH35zIpYeTeGT3NQBZ8ImTo/Ss9pocnpawTjFdzX9GHRSt2pkrfbtK6cw4wngavwFQJJziEebaod1c0alSZzxu3Edqz0uQgYHDQiYDnRBsmlnhpeQGwuyUr3NVhOUpyWi+QwRSECNLV0WyhofneRamIgZSNlbRABLPrBuuFoBF9XQAYCsUtIZM5R9YU0QmVf50lOHAaB3xcTCw/9QRPpL1qohq2ZUekJWsIoV6Laq0yrfpRQcjch/NLTHH2xqN95+5RIL+jdnX+CX02ezXRt1uDf68KUFPWxHHnH5etH1dcdxl/jgXC30emdK+BC6AzB382GfdZMy5U/OpdlCa7IiBsXyM8hJpEeqLYjusWXeQDU7g861AAfNGDLRTMAnO3jKSp9XTNmfOPqD6UnGSwbAgCyrom7joByn6oNioQ7XN09MYjroOIfbKjEEpNg+nI5t58zLCqSOWMxC8UKO3qEbgoshPy24rjZA+ejKU37I0MPe5F5hBl88wdBiNdRrgpOdIKNXp2a4H7ZSHmnW/w0876GsdA73dBid700nhSXlyLMSZONuzc9Ug78LPXmUjKeEXrEPdosAl4vBHggxbWf7v8dB4psLCphDTwhfwMcxBaivnKqrv2AUzra/JbJ9TENItMx3mj0Tuz7HgwAZYOXxv7rHxpr2pi+g2zNxxQUUxOGmmGQstCSYBgTSHE+27RHLtsnYHwZ2XOjXByhGbjb5Yc2XPbABvIpqx7jkOJZR49/uRVHmUVWEozK/Fl88N7MEn3eC6aSgjmiRX86+0nlslu4vdVSIfWufxYIEb/lLKGiMpXotN8PCrysOtK3zySGhpgb+C0xxQE4FRG4fiIWOX0Sf1WT0LqSceUpvbdwikHS+yx26xVE6DojqafVOCuPaWV4dU9DxuTf1xtLOZ4GDwi06PJA/N+TzuPFb4d4am73Qgivm6Tk+3jMz9oiiHoEVYuv97QVWp7yyK7Rv3WUjppSVTilka7YhL+mPRZogw8wFMDtNMLnoPVo1/u29STpdUrINiVWPWlxuQNToY8qfzT5hzN/kGhR7hYignPpwPuc/7oSNoVyLYNwJH3wLWQsZbC6NAkhWepXJ9N0/02TLs7iX0DgwWQ9lqoCRBxmTfhuCP1jtqF+Q3Qvi6vUHazZ5KLluGkQcxTmINza2vIZ2k7la8OoVM00t7SSsBP6Lv+0LW31YIOXycSLqRPYcOS2zJoWfEREnOiAC9+p98QMGPJLW+9j/CcU8Vevto8W12nH/7VA8b6x9ctSVPFoA1HviYvLPPkeoYsNvRdtmLZaGZsWGL52mexm3UBroLqXz0axAZUJ2KBxBSmTYw0OTSa8+ZkkNVNP1cgSw+O7KYumKHU7WwRLMxtEQG5Bu2CzbIq/FXg4bE7i1Lvskyltc0Gkv1JbqTYkPeG1XL6GAiREY8x8QIo+dxcuHC9ow6q4DcVbOnqagYj2vy76Zqn/9Y+Rx59M0ojWNXq2/eiMbPmleNPG6YAEN52+YhFEVzuSiGaqRPN3Av69lmS3+Q2kVdQn+C0SB1PjDa5GWWwoodMYyllXT8Q2J9oQ1J32IsOoUOEGVifso0DTy+tAWv256FaI6fecHO1iY5xswLqiCzszfwiqbDMoF6SUzL8rOqj6iO9VAEVUVjqHiLdsNCcvDqVxo9yP1hIzlBjySb2+cE69M6VlraTrDILQRo6AerKqO/7CXkFDFupSZjcdtJgezYykewqNPnTKcHYDW4pgd9y9Mfby1uZAYKJ6Q/+W0W7UjwgJQmS2ix8HdK2jPmu72A+wf+vOUMEw4X5QzwEqWTgygstCRzxnSN8V6ChkAAAKpAZ5XakK/ALPZkX4DKoVIHa9vZnx1OPIqluT9v1/Bk7pR9xnGAWpmXYIhVm4QfKldbE1fnVsp7XD+yj5GscsH3ncKaskYuCWiGbKU0gI2GjlrXJLv7z+NL0i61z78+rchbiYcmUiVOGOdfEzSrwRyBJ20AIefxfdf5A6StN29kADhYJk7UQtLoMmhUeZVWwZ8RajDJkqu9GpPOERQGxvSuhz94tBQNP3dyfL+yehayMKdpaGnUnR12Svi7XSPvxZ9Q+vRS6nSfktVncBsBvSKl1UMImFcN30i0U+YaKVzhzm7F/Z6hQ1OEpdP0ePRd7x02MXNnIgvDv8vqmHq42vp419Qzo1DxMAxPB25njrtRzJhubF+Ji9lf+FFfZOKxB9Sh2HTpYpEmj3nNm3GUYrjedDFHrqwfdnwgFBuGtHAJZ7XK4S27d7Qhx55qzpTnO5W68xCESc7fkchyKhpCtnA5BQKSjeczG5WckBxfWb1t03GE6XtlnB4gzXfEn3yxTrX990118C1425c6yYVlPvNWO7Nh61bsOPXVckkwiQ5Wcs1pgj+OGFeI8ZPwVTpFJT8USOIpNSfFcE+zP3Lbuapc0QKi0hr49AW0DehHwna7QF7AYtbp4nIfet88zo5I/p0aa57KhFY5U6PApcu26bUEKJYnWEyNsJNXlxU4+Zfi03kQMVSSiypijwN8GLMsGVhDPoWSHOI0m9UUUkVGmhjVjmOuqh5kekN73P0bNuneXwDFwnJxd0TEQl26gvNv7ZoTlAqQyQaTqotKsROmfSrC+YORqbFA7BLevAwNDuazLgOmXcoXZ+CBxS0AVhhEgLSJzST7dkU6by2lwDVzIfAXJrOMydO2pKnr/vw6zrSlSw0ZIoOge1P6sf4ua2QtV2Ka0/sZTddsvf5AAAKgkGaWknhDyZTBTwr//44QAzLRLOJheKLWnFpY2uVhpn9nX1XbCyt9k/DgUmrNuFsjO+K9oWShFNJrVtwBNLc1UjdVNUUJtrQkCQ3sbiJ7shpxlQAIHP3AoCQ53iazl2RLUNaP+y/ArNZuez+ZHtQk3J7KsYyqhzWahooMP2aMflTvyAYFcfIGGxvLZfQej4ncwrcw6UFRw/LMGN8m1uxcsUY2GE5ZG5FbIF1TH5uTVCPKpMJjFyAdEvQ4n2hisaUjtst5/YFRHFE1iiUrbALeTAnlwxg3sZtoWkGka9Z1JQoMC8y8bNVv/KnDeRyg3ZdCMVu2tMFLbpvk6iXxMzdjO3EN9V+1zT5eLUw79lblIqyxTLXAoQem6/LNRWMc1W/il77bKB196M9xHUxKRUv2WvWb/3tUSiKk5qem35KjZCh7HFC2ZJg5LOmFfdFphcevaSZImUAjzTAEQFLJy8kn8F6asU3FzJCBMjMF1PjkUYdOlF5Bia1g5ACE5Z6DgMdvSdcdoi1kq2+LVThW5x9opE3qXrnkj2hOWeQ9/ztgupCKmSWUIHOF+atK7BZpak/ucIsZnTw6JMGhdSnSFosP/3M3vayP4UZOK8Sv5DuR+ukvQ2gAkbqq6Np4beUe+K8Yg4nFg5bUUomV8EvVONG59r/Ku+QNw35eluPaxWSTtYATpP4zH8IgUtSW7tVJTGDwpWH0U7uSFvnYsq4LLV52riZVZOtAhJAetF426CjzHTyu6QjPXyZAV1sIt9IwMxYX8M2ZISsN1vVGxQ+5lgD10petbznP375CzQYdjexBtM9AviKsl3wEpF1uKN8OXKflJJiZItJkh+IWi9vggvadnFLJaRsZ/bx3vJc4y7HIdBgiKJJTJzIuzY702l2RFJT0JM3wYS/2S/jdHKea71+twY3YIREjHPkWetIW0d/hVlL/F9oCeSQKY4Cz+aP2k7yFqL9cQm35BuU5OYnRWboRTKZGnYekUUYN47KeAn6dP5hR5PjIXPn1kINE8eSB3q8YXJHXde7C+fjOk4cF14wdJlFiJebFFsdK4TJwbJv95Gv7PO8soatuP2uOuVF7mv+ZxrlXbmf8DR3KmUlAQRerr5PC8UZ9npU43nHKWF6kARkff1f6pZLnCd1ybe05kslXIcpXoJ6CWlyjMOQmUHhdLx2SDTGGpaPGLvDc4tw6wL8tNv5sGOiM3toWlmAzvxscRVrj8Co/JDQd/MeMmUOCl5cANgLH+eUlIvr2lfH0TEUKILFLB/qrooluFpm772vLHnA5izNQNUzMbMnbhZ2Nbb0//ykaXme1ufVba9m3/zVbRzVd0tHmsht+ck5XQoCcHUe6i/v0j3ETphsUgB5+KAVhvBmhvJuHMtwd1rQ2xEnB2ytFzeELb0gsHb9ffT0VmzsAzupXJ+t383AuX+VeDaVg9bpuaLQc6EcDxptnJZ/VNW1FHgul+M1K81KWI6nQfFtQFWL0Ugu5+cFaNdnwjfQk9v4cKk3bnvQAaEePoQShTHjq2ISNpW+GnjCA7OQknEZl+KU81EZTB3mITEB9uQeGVyVGYbipAkqBXRDWILGyanVogFRMOAWaDt8vW4e2GAi5rk+965eILaS3ph7qdc2n4G/rae5IfM/vcx6qEDvOqyYprGl5DTGyC6w2h2nzxw9GwnHh0tffChZlmcIBPzbLFidvJjTY07+TXEfMDeVxwvNgM/OkGZXJIBQyA4ffqgw7d+kCtci6vsuB6m56kZzOzUucMZOu6v7+OlNaV1ku7nK/F6LJIaFLug8kcL9cP1ORtoCNKAWXpYZiHsvu+0L8dLsQDS0j8RXZWY5wPpKrwZ5HjfngwUU/SpJdVnFZdwECwC++HGN/GJQz+DlDzGVv/j+xxlKJOAIr9bjhxtOoTp/zLw7Tdda1Qt0QRb7vkwuvyPj6usjT1Gyg4TGXNyNp02afNhDLc7yFHbSUzFtkWxZ/A8HRpjUvvx9NO8IE8aXlFRcswgDrom+utF1hr1J7/a7YvMFSLsWvcZyKntl1xN0mWYxlMvUYxfVzj3xjTs0xXm/yawINj0llrXYUMQFebQPfg2bg5GkEgi9D08bt35UVH+PLvDxlNltpoOYkGQrX3eBSMohm/yDYTnq+MmyyYT1eWObiZH7WVuOG5AjY+yTwUKEsiQL/IY1O5W+YMpgrypwFb99/5cb/4IygXY7sF6f0cID1AkR1B2K6TQXrdPq+hLqZlvdR4PgQ1zvBjTx7ZFhmnw18GaXa4qOSWkSIMKfR+xDdPteiqbIZymJYjI/ZJ8LKkS0BbbbwdT/Ddr3y/QM/7v5cslZlSMyG6iz/MxARXaXJ8nD+/rWM7aX40e6iV/FrMI+ol/yvz5NUW8r2Br4yBE3xM2sFfr63Wfv/K/SgBaBAA7SWLa4FYN9tL+9kgUOwgkw6xc4eGF1oyLBIAKrwcmkeD179rEFxNbWblVyEpd8UhGITeRR5+s408A9EBZf34CObFYLfzqAvj0MT7Wos0o+qHpEHOx4TW696ja1sw3DIJZuUjjlQfn8WSD2YUA3ShAYlEfl3ukuF4J1JhJi4UATiAyLSyvaA3WR2bDe7ZB81pY/54c09HXFSOxWyMO1nKXlwf6G/jFw6KH58Ryb2i04a0Ksu0RUxyMMgTIlwUIwh7Kf5m4GcLcp4OUtWZ8r0T85+oZmMzBgnr6VTOdT9u8Ae+qILQ+VfaLHKEq4RCtZaVEEzUm1HIjTc+Iu4a1Yr49pWvDpVY5gE3C74a3V/v5PIVnMNydLymDOSDe7+p/DBfarKtgyakL46XSgYZf6dWYWFcBsAZQSNEvUJfPFZsBtpmL5rVm64RAhbAARZ9/xgHaxzmu8dYNXLV2cDlDAwIIq/4BQ8s5SrkGEIQafHRagLRkt4QQm8GJdRsBONs7lTkW9AhqGvs7MgIy8qkbIs69l+kPOqS0vW/rYAiOqb5wBCY9b7H5MPLCdvPBZ2QkyOq1h/mkp8yXlzJsKCg75WQysQo18EDxJ+Fn+KGZHqeMe0jPyM8IIoTrUL5fbyY8dXHWKdCT36o22mHOKCYO2cpAEI5fLHXxGywqj/TiZjbUx7EH3kMgOxFWTm0GJzAa4ku5xT8w/RHuf8mg7yU8pnOL94TcSHtpY41Vt+/LxdRLco4uKD1xsLc/F8gMHkw55ZG7QEbZwtrNg7Kv1CtzBdK8EAwG5ECzdQY+pykftCHxqKSoMR1AlyNyWbu48HDC3BVImw7v+m9TZWj0R10AV5/dlYsFLPPiK0q0r2QGhnOmbncBlO6QS5Rukn+zVrIZz180CIrlawQX49zCBIrVeMGJyGculzT1rgbJwkopVPEasSX78e4mTqmgDOGRxkAyKg1o5IPyRqKqK/GgumifRyTUvUwCllt/2DD94OS6fSOu4Fy40VPgIkykb0uNOtxC1l2Dd9gtNiDtn0mf7rTCILyEDaRZoH9o+HCukmYOoz3AgRiBZyvACxQxBVy0VR72h/CgBpcD9hhKdsCmb+HZqjZNEzLL/cVWx55rfZmy9g4qV1xJinRUa5YbNR4cyCmzDS8wwBekViV8Pz3mdf7ho70Wuj58YbMhveWNAAAACYgGeeWpCvwCz2ZGH8Vxq0JYNIQJIcOkZCgjDuLacXpyvjOLzL8Wf3q3JZK1cEeS30lnLafjYlzGTXF6gwoGiGs9oVFZYBFXXKhd+uI7ddSRxQ40Wckv93lSpbaYAAPwt644H/4tcOHr1S9SY/u01dFY4j5tfpW6Wc2oASJAC1FOiRJYwNEdfztNwjTc/BMyRGm4RbTA9Q8OYIVn6i7xnWSXsHfPkJBjbQUcU1FsN1yXSX+a7Gi0m3uAMIoCu1VnouQZ5prQWQFNelFArq4gvaHTB9/y5VCwEpOFg7qUGQ8EI89dM6BJKJIHB95DxlrsMRjQvG0r2Eu9O0Wa4CB80zIX8Ki2oqdU06RAA9AG3woyAfWbNVnfW5isZ12imNUvYbPVTLi4lBDbgd0i8n7odjr6kbiusLi1OQ19KKDe0QyphMTxv6xUnjDpov/kNn7wqUZ3O1ZJ3mSwJhkZZUu+FgIfIC5t5+uHbGhSolQE1MGaagc4d4BQEHm22oa8GfusnQrHZ8iUoX8S9OrgJlRsvqsm4t3iTNNOKY0eNiqTHIkAPFwwS12NW+F0QJVVsrk4O8xoEDAJFN/i8mYLE0VG7ctlZrlHyiTGEKomny0LSx21ba/fkl4zO2Cx5sFxY8LHSte0qqz7oB/Ls6TFH1oqYM3Lvm3A2wC8327w3pyGvzsuXl9G21jkJEq0c5LwjpxdLb2rZcNV0QQ7VGCUDfjuQdHqdfU5GbkyyfHY4kXzX2ZCDHc0RQdglmpe81BxrhKWFLKs+X+k+7DXKCUNKNC5Pksgihpr/4KlgDqOmlqWf42Ms0hcAAAgTQZp7SeEPJlMCFf/+OEAMy0DAJWAyS930DU3OUr8ywb6VjyPlqp3PZAYeRL3IxqbzkJwT/WqbLf/qkSBgEB2azkiLYvBXDnbsstDUnWJq1tUEKHdcMXh9pCLeCfji0R7QhWMxublWh+an2wWN03ZDaQ3+mZcthRDLXd8G6MO0PRaaej5ipAXF0WylWiNc6Aw2qBrVCn58OVeBHOY6KQxxHJdi8nKq1a3x/DGwDGKBO26KnTN9dqgVH+MVJJF65/J6Et+gwVD5Uz1jRknRu0T+NFE6sqLzZSXqvoK0/7X8ridc1b/0EN4dXaMJEPj28wEUNrockLOqX2AaunsoDzBYKQ/g3OI1YeOkRXGR4nOjbkvc8g9NBXsm2xSTdA/GWpoW1gdissCRosHCCu3nuyw/jb60Djd5PUfbctP4XBy1QbaTTDQyZS6riKIYhyhgxj6JX2kX9W3/NVpOzTVGn+GHZkQuT479hQic7mH97xtnBiwgmb9QXPnlwVL6jT23vZrNDt8AaIwoVzQZvpWT0oFVARRpS4UA98Pbd++s3Bfslr00iffMQaswBcs+OUK7k4+iysqwOqbRfspbwRE4uefBpxlytvD5BC4mU0jscoQN+ZwslryXqCFYeZy04IgjcMcruDBKfRlx5XtQN8VKcpjS4mkRU7d2JLePmD9gnuiy1bWXi+eCFcyhS1TNpiWwwZUtIxISF4aQcagvEQ4gTk6xQXhV6atRcA4pv37vZqkqF6roMAwecp5+s4itpMEQGdg0TATvXGQgiLXURTNTZeBlhl9WNGPNXSDR3859Ib5uoVqYLwI5nCQBwzWL3O5ps3yNBR768fxmPDFN00568I3jhvNVjd5tbD617jCywv52r+k+Rkj9rP4k1BX1qC2cz56UpZXKDZU81S/7Z1hHLbjpfEJssQnteI0b2n20er8BPHLfoVVhupyEq0I10f3FJF1yWXLfM4bR6wmeYle0kkpaef9ROfeaJ/fslPi9zRJ+irW8DUHZnYdzYcOqUE4gmBXsjf4IW3Eq8YqOTT3wnRtqsVglX8lJ6hTmp5IwP48RWBjpVMVHQ5vhRH7XrCb1tFJ+d2pBzmBlGkJJcUpAt6KgGQDfwxK4qSmfhtpPOBg6bPxbU3ZTe+YvxceoVpI0UBD/+TbAm62N8WY5Bfc/FJpB8t8JEz5A0C1OfhXcCjUbzN4wOsPonjnEV/gLJ2wunnto02HufLi/ahbbTbm8eQQzSKWdFdCC4FaZYA3eX2GkT8DNlksvJwy8Ufc3HDljMUQKeLMu0r5gBvsPFBzXIWxETEGCyJXVUzner5GDavYuBHq6leUrx56rGGjQ8CTOqlDfGvyii4zrW5L2EBLcpnkgstG4cD24zHuuOFFbef8DNgPyzkcOw9QWQErUZ8xUsNa5AJji1l5cp+IQp3Fqrgkn0bMFjShChn1A7eelUV5pXTx6MyrW/hg58eY1KhSBi2GxidY59TF8HA6xcXKbGjkKwJTf+/NUBXs1OlhPZVguCQqzkxDeMnLj/ioSZhOzyoyF6txTSLF87MpMMek6IOdHNXlZZsC+AnIjkaWh8GNmP95PdbZSu/d/XyKC9VeNPnzBXq317W557HkOVxaYrldVfqK+5tXn/UeQUZXVEK4LHJJSQ+F9aiSU1pZ1VVQDSXuiP8crINC3WO0FfoYTqBv88ETgQB+gajYYEwc+EhKi2fnKjjhXUnHCe8rGlIMHFHHQ5LDdB0RIT+hvdR00tKpA0yiXPxatRn0zyD6cVA1JWNVXQ8axw5I48iBzaaeoa5XzI3tfdo40rb0ZtHibJTJyvCK1NZshA9ebhW3E14VP7acnexdBG7PHvg58EzrXdX7jikmz2LgIZ2WfslD+AXc5bFzac2qNb0VEQqUthqEtpxQtUIXcHtE5pYKRAFalOsCf6ZgbQTIA+mRRn2OsKfgRWZ0cRzHzDdH4I8xrvvFeClLQtHC+6CQydnwFq1dL47bOYYzxtGihPZsZcC3tS/7b1rf2d5XbP4OBzUDX4YOQSqu+OsE5SsCPwfSVcZRzjsN/5l4PCrnCQ4HLNJK9WCTcqR9S6F8tY8iczDY9OdRg6i6v9YDZIV1ci2KOyXNepzvXXJp1a7BDs/MgYrOOGcoNIbwPRycfSz8rwmvVcX30CUgCgcSMwijcpnZ5F0eyI+vTyzf7eg9NcFeI/mIwKSMrZ/+gTd9R2kHAnWq6/SrxkXnUwJvrYKfsfOfjyCqwv3+PDH6Cfznb7V2mkgpNIoBnFiZxgAk1/zBXJKBFjCo7hcH6ZGnsqocCfCkJPHqnTuQPnPAFZFQPrYM7LYjxbtMX1FWuMtvyrp6QytVb6WbQGb7VJFKpdQ3dkhElbVo06rK8L4h+dQxBAjopJ2ZGmsBRDx+DOgYfNaEqSv9VUWZ036zz/nhQpNkF8pjy+8upgSQlmqMR2oKmd6b0OqegcbWYco97woaKFSmu0oOiGsHgmz7aAuBhQChAx5ImI9FoOsEAlAJdJcMXjw5Y1jUjAGlLojlxylCcLNx+LCCefQ/HiXdPvrrT0f34DECKjrR7uaJg00RjdSLqmeBueT+wsfKybs8rulNwZBmoKFRAJmzSnfba9BYSjorZQZkrEeLvqAykqnOQpTgGH61bTTigSesAnbf3i1eKT8DqWjVBBRnW3oALkRBoIW/QYTx+ygU0zTzUTMMvOuRoWxWWUDN5q7T52jE8dpgTh7oW/YI/j5NyS3iuQw7kfwTmblchvWgPYlJQiLeAAAAH9kGanEnhDyZTAhX//jhADMtAwCWXXPcKUi/QlObfHdffpm8u2xxYCBmhoyEGtoht0eU4kqFRHD4SX3psgpO+YqM78N5FzhlP2l7enjmeJB9sfYny/9mCvKZzvV6VEI7/33k5+WT7mXlARlSXEp/i6eu//hYZWWy7nJRmpgG6iZDPlN1keaAv3EgN67POQL2uXRo6O05ueM7mgWgfYE53pM1CR8Xpzlcnty0xc7q3U/Zir2kQxhgb7YFtG7xXLPkI0L2HR9YkCNTIPPtiq50d8wmV4k4jNPbTX+cQh2kR8x/3scT/6b8c0Q7ZMM+qzqRMl2nfhwdjsgbVhwPKztjHmL6fFwwLRBKwAtmQ4yqFKs7bQm+MOqqk7lgkM0sGnxKYCw4LZAwedg1/qGkCroCtd5WlmKWujFlKW+b2WhJCRGsNF84gOuG8AYMAVfqoWrb8M+lit1sOfwth8UbpuH0XANbTqC1HmnZ+Gm6YWNL25lAKREVv2nXoDCxXPzSUb9wsSZ8yRALqvhjF768XHyAqcViCbYwSeVe38opMNhOk3ss/GG7ug2nsFlxN5aiahvngC6dDuQcJl8m1WtVY7sDM7G+v3zb5VOxpwnS5+e91tinLQuicuhc4hPSauVmteCgekYslrRWsYdjlkPwfg8u9LcIhN493GL8IOlxcq7x2zh6HWhVAh0yF7cjiCf1vxqEcM3wa4okGiGGz25Of7jLzdn4jvVi3y/v6p5+RFAYgSsJSwR1rW5L3r1fpcpdlVRuMX2XB1ElLp5Q8pnz7/QEH6NFx5PCBwW9H6KfoKZI0KPipG3COB9EO4WqsjHajMw19++olQYpQa/q4lpnXXpuHpWFmyMCitIZA1NzW0zbj0O0CaTlkoEXrPPCFjJIAIg4tGttL9d0kLNARCWKQ+XCO7C20pkCbmASr3Ox/qxpfam3Kq2n3xTyaPH8gjnIfWNbgqq1UMVIFpZcB3oq0Sas5n1i4ia0lS8nb+oe4Q2hIgOYG9zdVxIGtXxd31bKaZiiG2hvfO3mM7C3Ae7QzqXhmZszFI6fxd00pxKbXFA3y4+rELdGzJeLXdzzsMcQD5J9MDzNAJbMTrUAJAOu/mSA2pmS9RPL8ysJ8jMOVgmZV+1DfXCHLHAzHiXd9do9F2JsZUoLenplI282+oqtDMgM990niqnww4NKqbMNGx3TD3n8HfhWtY+DkfkGNn+Pp17iwSYEHvwiBi5HSNPZnqZJ3qduKPLXW/Su81YwzVUILmWbp7wHAU8yAD1WzlW9Vto1xcfFfhvnHoxcmy0gAeJGKGmsq5Ykdw6p09kwznZUvV5w2bRpIAdvYKzXf5tG8pcnMKvTpbpIwD7JHqNJZxZv/5PawdAiaQEQg4tu9RlBXrqxUN4Zy0QUW/9eO2UQt/f3wOACkSRKo4mleOGHMe0JRMu7QqPX57eAW9KuVtl/jLl6PABo9n7Nd599UfSaWHg631mSCHba2XRjxci3MDvtj2xc5q6DzbkVeHkBTOpkpFgSTXxVB0GUOZivK4d34hNIP0wxLA5s7SnS8F2uRcIz3aEn5EI3lPQbai+H/zdtgwlwJhamK7xe2OPD4OPgyxgXLQ/gRc0QfOKs9+wBnfqwEXoGUJAJwS9oesuXWeXPF20o7YIFBfprZ9M654Qj6AZIe6ycqltECz5EIq+NaLwrlDbSqOaic/5Ya8yi9iOmO8CN+PFKS2gLsv9AkE5Gv1Ivx4fB242rnK2/CMVQaHMz0CV5W++H7p4Jpxt2MfZvybmhBy6Vfy2gcFv2eHv0HAJxBLDgsVMoLouiF4Asjob4J8D9S3+ulMBQkpr70aIDeci4KHp+/UKaYECAkdoVlC/GIM1OIGjLSXb9nEVpFaLE45+dYk93g9l84nGlmVifX+O62/Ke9fnacyDjoE69Oo8OGfi5YDY0vLR/vXoOzJp6ejjfSKcpXEjX9yOBHB+lwN2x7KmEv8PcTE0Nx+dRmZ9RCNZSirVEWMCtN3BEpNCBri+4UjtnyGrlkpCMP/JB6Gha3ZKf46QT6fS9JnZ9ttLfcfCudaNIbP5+7L0H8urmXT1lzYIwin/fEsVUVb+R6W5e9gAIQkaRKMNpDMJPXnbWlcM6RgBZ1oilv0DZePv3XeC1J5W+OVSKzCkwlFG+tRbFdlkKWfqTyup8DlL1jePlAvPUDm/RB93tNfEddScXzOF2bIuHAx/kOXigYyedAkaEi0YLtJZ8ElTpIcSx518ydBcaNrH5u3XjEd9GcsOz0L1WLYFeq4UtrsH5m5Ute69IAoSAD/bsko+9tiTLvJ+Xi3ARLpiHP7jdE0ZDz3v+cA1jIRYPGr5ZV8bnabHL3zau2iLVNjHP7xkKLkzzcgK0Xp4SLuXhTjcsccavxeJl/mCFZMBSn3jjJe+dejTjWthYFWCgAL08NwtrgMx8AON7w0FTrBijQnpkYVQXu5JQP5YjxQCd1o13mpbWtQU3by+qjl90QETBGFNoxVZNincptvuiuvk882ir9ZKvYAFGIopnPQUm8nUYUMasZPaKpVJ9Zb3BSaxj4G1gl0BcmpmUtxQyLekPRcFYIS5DfLeHD18P8efG/Gw7f2+9MgZ8JT0eKRnWJwWpsv0KVAsERnaooCL2b88qIKu3FiEotHFxLmfZGBKcUsU5ShaNRVhm+qwEs68YNHyUU7V1+Zid5TbjvMpC+nl9bYO+t2cpV12nhPN3jth5iTZ0AAAgTQZq9SeEPJlMCGf/+nhADRvXxwVdozlWh7INULvNGjP8XIqSdjmvBHI3B9UjIuJlsDWeLgxmuA7GybvPF03sziwLWkgvLZJCrEOkDvT/i/Q1vBd6Tr/uEoSVlaLD9RQpIBsrmpQbd7z92ma5yfyQ25KMM03poJyHfsrIefvwhiy4O7aMNLO4GP8+uKXB+hRaZYzrjBF+kb5QUwPOM3BB3fOGKuEE8ex6LRj2YyvGkcjjbmA0NC8XA5gqLaQUoPYiAGTokVFgq6u6DZ4miKiYQuw9+5vTB+FQFGXOBaZZVT8GafZIFYMZPBkrNKl80MYYYumNEyhzAfRRZgrdZcYOpF4q0RTgPcviuVYfcc7YpRexLBW0PW9T+Bh3OpvCyxm0uVCgKka70w178QEs8PcXyRlskvO+3eKlwL/Mz54QAHmpFAY00Lvhk/h5HKTiP3yOSTLL9GWnwbDVWfZzTDhgaerVIYLBcpymnLgt303HIAp/ia1WROaY05IzCzcRMDDvAhGZWtyGSXCNjBDun8Tn/QZOiKbJKaQs+xBpsBn+TMmlSYoUYW7kZHLSgAi0KW1IqhToU6BT06ZOJ+UhJnPD8dT48Jv12vnCCJ9Zb5K9cxje0ujY93QW9JNFLXlU2qLQObn8WnzoOGgZtiFVKqj+DCG0ZS147Ylmb/vtKranyYA4t3IqyhN/rIZtKAzB6V03XWjSnULLBN1xAqiTI7L6DaEZWa1kszma8zpVrMCmPo8NqI1p9S8Ka9dRiXOu2LqlDqQKWV0xWtxBdDsm9altU+fkUVuQERl7vU0nLhPN+ClLL5k4K3pLYpUhzrbqZouR5MnoFowIOD/GuiQLBfm7udiy483ev6hUWk2LCyTc+awTOZzx++D8yMt1dl3d9/h+YgCzvFgRKpY54Qx4hh8RoEKyVD2+Zo5kBGwOqFTZxvwk4HOCvuE7VYz04SJTDN97kf4ZbpiL+9VmuboKRvoqq8Y15iZdKDeKdfqf01in2d+PZ/nZFYFX2iseIVmAzmtwHG5pzSemxgRwIeO1NER1H/M41NSQhW05VgY0ZEw0/wY+Ps7TVdj+u+/Cr41418mvJKabXhjqWrCaPb8CGF2Xz/I84omy64l1vrJwQsWqSR99GdJT84rKKHN5vXkXYR1Bhl8cZy4p2zMNc3rn25ue+OnI1tsaghoVw1tDv29Z61YuxmDyd5huuD1gaekJsxpGaxP3TBXKkHphQ+gx9NrWz5jWWOlxcaoJvRElotHb/E+Uc80uVHFbhyjyTgc6TKgh3kSdUjG0UgymhDuu5Wu7rk0RNajB5XH+n1hMxiGQ1MreyuwqvyxSBfFqgbFzQOf02b6H+mcu6QCyUNp+ilacrjb5UC6+UUST5xS5AuIcKHvxXTENiw40VTP78XUCWIeLAJtlP9tFw+hU2WI1f6u/yynBbb3rbUQgqWA3duOzPiPaum2BeDiy0LvEaYTzkLe/4f49P5V5J1ozRpMEDxPxeiu5t5/HPinKjmzB4qfJ8vcMz8Ffmg1ZDjp2xDy1/2tML/eQkcRlWJ41aeYmo3eSEaa5yFI1bCs2T8FkquSNmyvnro/cJbBKIkC9EK0h9Q14Ui6RSM0bUFiXFjkMnJf0XcfVIaiycLRc91eweKM+CQA7anczS/lrUYzdJwT8OQ7ede9ZMDaW43wPKeLthvXpTJe3xFqnnRbnM3Psgxfnc82YNHU5r5VOWueMECmG8K5M3Ma1Ah7N9ESkzWpMwAILbT+tc/oOKioIRhU+nFuUWQFc6kB4K5Xd3u24BgydK69Vr/5sSjZgfQw7sc88nJOwR/aLvgi5Sec+noWJFvfJ45H6F3Fd8WKwQUSCOnYwugBORpiT5v9Gu2si9Br9Q9r+kckI/7Qln/jzesTLOkvUADCGu0c+6S0EXHP6ZIbaD9zc8ic8vfDIsBr1VVpYVMKyqJjKfiKP2H1jDiDDpVCIe80i1l0GP0CoMTkkxpVbDihvStJBDCbd95azzH+v7lMPI4EjgkMXeu+fvf5HbTYZVQ0gSUy+XYBBj67w4qsWf57R2CpasvASwEPLEiCA+hmsU1bpAx03bx3q1j90vnyMLEx0RdO1RxVIlUkfutcXtyF9kaQdp6QVMHOH3YV8efTvYBTNxS9VHZXjZ7q6W4DH8ryzuzAmVUUuazhnb11sfk/gC2h5JnTVqBDMLgJAFAYaYpYnsQv3A5oWcqq+g3XHJzcfAsoY5fxmTw+NCJun9O5vGCV8wTkcM7s8a9J9kNqDNdecv649Ad+MvFd1dwpqAVfCD1TFDGFhe7DcdA8DYt6a8NHAzwUnb9eaxmmj7rCJd6pTfaf9afo3uZTLhI/qm8iQyw+l9fC0HXUx7loi2A8wyh619GeJKbVi/pfBP2fiHUiv2Wiw2QrFU7MUhvpORz9QK8/IvbvDenwgwViRe8w9MY399wKYmk5ocVeX5Yg+aVBUS2zeVPRdFSqgYZ1bByeB1RdpX3zAD9t48H19jhfBKYzftvASYaYtLmjZJ5e/vpT6IEfwmyjBCKYPPCozuk/UbXFnqN5mEK5Qp9tZg6dd4ucthK8PrmMPogGBV/zYsemEBCoKDrblLe8rQRXwuvYwr78H8ePzEeyK0UmoEMBHX6I2PAgneX5XnPxyZZ9woZPNb5/nR+d3DfGVNbqXT74HnUsKDCd2K3VFuQ8+j/XG6ipx4Kh+b8C56INr0MDeUjT4/pXALWhLkLQoowfPQNQSUiMylSiMz6d3OnhPVv3Zve5iTAAAN6kGawUnhDyZTAhn//p4QA0fs0LgiBeZoj249/xYHf5r7e/NQ5EcifPkS8NAPZ6XIvdhGhejDHvi7dsQvlz+O2nPu7dJn5D4z2fcXZ9dLEijtRnBVoyYuNNtGk7R/hwhLhhWWzuFYhCW76/Q+RNBBRjLU4WuWg6kzYoEV6wflFd7mkgH+dQMC+K7VkoWvmHsVJawZp0/wk2SyZCdHVAqYiwzDmrj1iU6hkzOGLzV+C8/voEBc/BS5cn9vyNr4ydz71+Eir9ECm8Hq+yOvEWqFNfsUNdPRnyc7fwrM4Y4D2Ri+49RGSSoNoDJmGYLjbiaKoBOeWi7tojAQJDKEw0F+oXLWPCpa4neZ7Icyf2zW4E8Yh1eUTThFkD0D3XlRAAZgkBhIJZkUKyrqgWljZgA+pvmQT4rOG9rTrcmkLR24Lemik+UlBvV5bpxVRTw9XJnrcJP/HQCDNgpboxJ1C5nfTf7XYvy2Vr+izcLwHdDT8LKNavYvAjcnqxaoKBEpcPbIV2pvX9eoBsNFDTEGZmNfE9nv0fdf8o+a4H0qZ45XE40Uw59Sg8xcpXNuvjTqndbqkhFV4s7PBcX4f0dAL7E5oVf0fn3Q1IRTTiByp5lxyL66K6xzyehwyIxzo9fSt9NeUceg7Io+Y4QpTP9hCTKUhGt1tsniZBsW3s0QTyFYBo8AMmt8lhbmapYY+hDCRrFFHGVndOVwUCu/T8m3eEBCCJaQV31PDAC0Ly17CNdcomWOEZVujtsWekj5cvHEc5Tkcm1Liyk/wMXbLB5SZ3spsunMZz0cTvqC0PGpygZ6GD9SIV7SSOXk+I+FCqg827UBmUElRucEB6p6orLHdDeazfTHD4it/BSUlvgOdQ35J6cF/UpC+8FOb+J0xac9aLTvrYfJhxJWpSNDrCh6ILpJZo153t9QWazk9dnBfqXt4lKIFKgOnhGbM1CqhxLTZHPTpCYIaATjP1SoP67Dpc/vz/UYWfxY2ekOdQfswPtD6bwPqF27KgqAJDc+veepur4+0on4Vf0vKNnzoLN5dtLkRoKdNOWxSvhyTAlHheslEOEKNpdW4YMzbutxWh5i6nOUf+9HLGnAvIgN1PETSNtXUg2Qarhr9m00KFOjPYnYQhKV0tcmYsp9YecayLLsvSOOfKYyf//pluJmSEHZhK4cqwvkFXCQuKT8/XURZGEzAa3eiDWP5ODfSSVybnuzf2VcwSr2p9c2IBzouQ2Ij+hAUnerx8g7/BJez0hA2e151dhDKVKIH2RK4UbnW9j2QwHQzAVKi+iknjjz003D/QIanvhi3FsJNRH2CoE6rWfEl9GXIlYjlabhCKm6h8d5ZrgH8tqSpl0t/iWox4kVd0y9/6AEtSfz11WMb4nb7ADjdKNNgKZ1icy6ThuiANzdKNE4PGxxJrjwW4gJI9c1n+GuTSQQi0IYetv1z3ZevtutT4gbfWWswEwCp0kVW21B5BRmMjyMOoNVG5jULdvnwl5SDCW+JHInqlYAJVGvTFqWEhwL9XsIgSxawMAsdmQcTwhh+mwy1GmLTTFSEp85vPCqvCm0XD3dBmCt4TkqtQY0RYy25Fk5vr5qMNVPpPCl9xAh1KVyzOrJljQB5wCK2B086m1ewZocX9f+ZH+lyShBvoXQ2tihVDME0Z0M90LgTA5idP5pvU8txp0ayfjeGdSc0GWAukedNP39/dUtdBe/R/QHSKOe0UP6dUwvIvPxotCoZFQHLOmhqJRMoO5VsUHMdRuxMgPJRT49d4rG70IXnjvyPgtdnC4BlbKvvIiJMkKLD2D0cM8Oo3aQUcZLtX0YH1/+8KFykgKw2WB1ORA+4QJqy6k0t4vbOP9QiQifOGQkr73pROwqLMozWRObbrzPVVlAvkIAeKUaYiLoauysJD9pXHJZNT9LzELIGzDlqbdBXJwThm3Hrhf6ynIRFCspLZ+TI7R+HY75QQy8mqnMfijddO9zuxfQ9ktQj21YIPDCuXhxCTJO9sR1EtI4O8I0NH8Ai5PWekdixYnYus6wznxkXR07LARp3YgqJB/2uE8XnPBqewuJBldD6XPxhb2KH9WoXPeQRXIuWitADhhlhtfUpBrMdl7OWNEBAE+sRAe5c8yItdSHDPUEnPplx7vAfWpQlMSTkg1mebHyZUQ4P1RyrkC//5eYP/9pR/irtg9B6pT/OPOKboF14zIPZvEfKaAlj9o1c73zO2LPTArHri8ZGyi18lQ/MsjJr1TLilfQTfWYGJUJChLhqgqgzC3zC50N4Lpoz9SlVfcXYL47TfQZ3OHGRo8bL9j2q2yru8+helskA5R1o7lSKNaPl1l+nGNZuFvxNCVubjzBHsW98hq6v0NcdtIRcxivFFETipluUVIYR+AaRny2pdWMyhDrrzoQoJF32pyjmrHG3rtnYQc9o+ItTF+SLpwQVnw90Y+QjKQCjItb17H26gP6HXYl0sJxvFelxAoR5Z3pc5bB7mRmR7NdNXAcXapWWowjzqCGsLfwbp+T39/L7GwO6P4rN57aA7YY9vqkXIP5pU+0E7+ox4FswGdBBCABJoduzUPsOUGTYCqQvpubeHLNLPyygkd7S7VmtwP+zQzoPCdV0l3DvFqoPJQXvf/KR7OH/Gb85e+0aJEayKAYTLLQ7YN8naY4WMNbsVueAe3naX1geSudof+XWXHC3MDzQ+3QBJYWSVyqAZlQwPy1pgtXxZYAJsPIHWIWAUtQHTn9SI/JXjZjdmbaL3CQU7veF3W+042Ug9jCZgoWfWDnnKP3mB7m3e8OINeZlI+tUc3/MD0USXeC20SVQczeaV55kXE82EkH4H93m62zf3YY4+jEM6np+zMwAwp3Gutway7vdg26gAB4mOTg+Mc48yPO8vDq0uViEmARTueSJ2/+dAX4pbpLRYXl//Hfjik3qQOdLVXg3mDzpv3rL8lXEXVqOE+TuqdfMV/iAJOAvBIewvXolxudCCththW1sqLY7+bbl3xuxbmZqQnHhyqgotAmJnMyhzFHQUAEyggPyRwWz53coZ4T3xo/MRW+3NcL8gSYUt3Go/LjaUjeAE4ydaf4o5KcmuiXV1F9u3nk03ehTPk/XBHe9MUc3LK2tnf28j0GI7KGta7BKVVwxl1/XeUAvQaPF66LRHRdm5IRGQ+7pQsIO95UwxmI51uJnSMlbLJQ+VngvrbHRcjRJjJB+JILtpVgVQTeKnl+kSpgRtpcLt0qpAJ/Qdu7eJlY59Wiz/PbPo0+Q0+D3YOyZrFwZtF3JTeFS2M121MDdS3bFCgB7ecsKN/tEC4GqQkIn5Fp3ncLzXbaPfBuAT76rsCyy4RRR4Mg6GA42W2VcRFAu8UbZofNw2siILdL/2t2acgwC6vY5TGpW7jZfEUPypi0S7kdWAnF4u+wiL1xl86Qmgeu40a3PN/ZxEGTF3TfET8qfiorHwDCe5E3d6smWpdLSW4DuuYldgAD7jQPTkSDSZYHGc32Ke6J2Xljhpckgpc32fJ+8ohyLw5J3LkokF1t1t6z8XW+5NrKLtOCCWDwvOEq5JRpC2BvReg5mkLL0ynCntcLgez//Ozfm+A5yya5KbCBRWgMHP1rsMEkBanva0wrPpnFokEs8KcG0q04yJS+T1z9iRLg1JhG3y10dB4pNDyqRuWcJFwmDpiLeVcd39h8JoixfIvcZ/t+yl9nxr1Xs2wEm2lLBfTG/8mkx/fG//dXavc57dKrUxdhrOWijg+tJrUib+MKNQKq+jZ5gj35CA3STeJzEWKVJ7+zdXLR7sQ64lnKzz8F0vue5602hGd4yDGuOjDRjBws3ky9q8SX9NQN/r2M5IfSSLEofPaxexSHmqcKBLRYu09wBtgH5JmX/i3iCqabf4WO/zgyOHPnqhr3B/PU9S6tXJicoASpL6gq3pBMxq0qel3trXhZ1nuZW9H/MSHBq5IYW92GSEo8mIyR59k40+PaZRJJ7mASqHf+guzx7BnIh+b5nGuvbeleI3CfzxFE7FTRGy6776RTP2LXdsVGr8bjAbRor4f2NQeveSkSVWh3RKJlCv+E9GHXZyziuW3+0BvcZRTCqox7U2qdgKJKamf8mxgySYX/W9VbBgBpLrCeRO61VJbbs5qASCu100y71lcKYHpTZpXfcSyUtbH4ffSqUv1fng7L4wqAIrEdCoIvdPmzumh93YErhjvCWyL/7Vm8an077eUamHnbD6fNURm+EkfMhzKiZ8Agn6C/P8yGqpX3mXMMRt6D3k1ynP5ys/OM4pABIVMuPjzaNSjnLAdo2dIO+XfWScD3e95nMjXZTBi8IfzpMZCLHvxPJi30Xf6fR/PRBoFGHB3bvwEQ+jbd5AfetlzVz/O5YY4U1FMqRthc++stqIi0lLEA7wE283gpeAe6PsR5hXAQT7O54nCCcFshrGAk57RcIpHpOUjqsP10akwbmtElCMKvoF9L0swtnw3d51Idlkl+B4XlHlZZP3DNO8cTUpvcIGoEi4O/MRluAdXWPI1im8v3tAGJ2BFceRh2UhzzdeJr9SG86HRB9RTV7tPoCw+hgporOovFIf3U8KAx2K2ZmA4XF4iiUJvcXF1OSncfiAk5gX9Uq2L6lolSkIYjUd/7Yg2xFjLFltog2BBFR/1DJJ/7mcwqEp87zn+kmEsHwWcyE0tTYNA2Rx1u8o/npX0/vWeb21a3kWnVFO0P1G3DTW7D1p9/T5/iVX9LuIIbqwIKTpn3H+gXTb0jTT82G2l5TeMYnH+k9q7gyZLnD9CTl+AAAAUiQZ7/RRE8L/8AgsCUoqTcd/6BE4TVkdVitRHumDK1/uhKp0oCMKZ2VEtS/rxtxnyNYxiPW7sDGG9vaMtxfcP7dWFsYAEMOr4Y9W3euTjAk1T+vt4Mq9om8KyIHloQGIx40RU/qg77RTAECO7+SmbOCWaQfvJ5yIsVvg9WyXI82+nAqTRmsM2q9iOai+HoG7+E9VR0QJlsJ8iYFI2yiDKjOVGtKuzFDKbL19TrJtn5r9he+OO+Gb6RZ/TBz/kQPG5znLdVGCrSEdP6RFbaJFQcwKIsGPzXv0XBlmaF3AAnG5nPmcY96NAdFxE9AAXYDZF/SCzQE4SvI3TTv4X48RDOepXgW5+KlAunY2kXeCer/lzgWtsktYDSU8c2H/Ol1h49CP4H3BwYGhL5ILPgjkoInzEE5kF3RbKW4UMjGrBYgiGPLGaq8KhTzum8mdl8VkUFfbj+3eptxM5QF7H4CnxlGniE4nZb8Bn3iOG7Okr2nx3RhjlMF5h5Js3KvhLbwYb35R1WC6Nl74fOpJZmPb44o+qakQalECWXl5C+bOkkRSljfC1R982jJSZkqHlXdXhEpHRHrba441MQrpe/UDHcvHrP6Rn8riByKEwwQzcP+6jw81zzr5SHyyZmJXqns+jpTkdcsY9GuoPPxmbrpF1wrBmgbCkqR2L6tzgHvecc0uJS43sl3VN7XcooK3fx9KmYvQeEyWgCvlVCKXJTrWDflEZ/TEkKngNNSQYv5teDQVXhGb3UeCwd+mfoQFxzFSJ7uzkvpn/OPTUDW2r26pwStXLpK+/v9vF4JBi6l6GFmRdTtm8p1K6gX3ltLVuWUP+/dk+rXu0rBjZH5JlGJrFN0W+Z4WakOpJ3YzgCkY29sxqgJCZLboMkMLZ815cfmuzIfvxoVBFzLC5Gx22uPtHKHfzeErW7vIOgxLT94jbQ/8GaYvgIJh4qtz7B8PGz9QN7VKhgPRpk8bQUH7ql49UqkEOEqw92KVj/ZdvbehAvp1SGWmRMt2F4C6k1eMZxSAa+EGDlEZqdOKMbm4xrRFfsxeaa7br9+wKGy6Aq+R7MPWmBKHnWimNCS3ooLyjsFbDQq345BWrwJbh9us42ja/fg4h4fFx3QIu1n8zTIItox8p9l/mv8LgQPb/zyeferoImdbkOtALlXt+e53zmHnKY5OXpfi5ug4Ty2EeosYAzIF2ZcDweSsJYITJUolnE5hZP4AWE//P0mBWC+7yqFDz3LeKh5YqXq0Eizf1ZjsivtEvpgegJXeVVp+c1RH2LxsV0F2Pv7mN5/zXe6xwGtT8JdCfsee2A662IgybpdbQY3T8HCiqNw4Zd2qchVAKa+BaHrQRueTTuALEHVDCzHsyfwuiItsda6s2ig7eeLjheTcmZfhHYI+9zgcj7VtQc5dGXUToZoxmVEo/IZe3hokzopUdV/NqAbpM+WsYatWFouOIz0K1LOvB30ic1UitgptD4ARu7jH+xuafE/wFSPcENOqGCyiEwedJsXEHnzbaoINrvsTmRoFN42h4g+8HUBC2J7G5ph8Q7rY53JzdQEsswRbLz4Yo8RK8x2c/5LkR6aH02Dw9oRciGlTRLKWd4Ab7e5rnv39d1Sf8loTz9+Cvegj5prLeZ5BukWRgzRDVCEoOtaa0gWUI8fJDIc/kvzF/LDa2EZ/0ud4We7DZz2H2yvpXWGqEA5TMB9VtFpXaEe/ja4MDuwdBKyTUg8PgzvyHwCuiL9d2vNkecdAHR3pSKTEXAAAACbgGfHnRCvwC1phZ0fp6NZU7jYKli9zQSeBQp/YA5BfMmRGoC88YQtVCVxWFsPCUAAuKqq5uOn9BHmQKWjK7nmNfsx+XKdmmEEI0VNgTs3OAb9KRy1xlwKtJfKio4Bb7/kpv4aD/JTk91uXBIaMa+vLICu7v2h69b2ookprr4JRGXHJMMary0A5zLuav6SM+MY0flH9g57jxsh2Musv7zCwXVP56jtGyQ1XqavQtRH5VQuTADkhDWB7zHlZoWBKuf50sivT8VfaR9n/kdubcfn9+dH0J0aChnGgnuBRasag5qMGbYbyxj735fu4q4sLKLBrqnkY0yOMsTKmur67pKf0hD48drORCdSmWGkU3B3gbSaFrjbDir6pqjXsL6Umwd9QiqsdPbTPQEmJAZ8cBbXcP9LPEdnT608ZyoDbCX+ZrKXoMhApCy2Qwtk/9Mw+xOktHCmHQlp76300MbPhMtr+x+/f+AvremboUJsgB0kUC/plEZlO643SJvYRTQkSFVWkJdLOFr6ll4lYtzGvXzj1tMHJF8ap9n67P/pz3BuYw8QDiZAJ7JxKDavn4DZ9He8xiKnPd6aaf6FtpyA6mORLP1ukLkj+4c9pZtdCeVzmTmxtI5wz+/GAIqzo7INJlhUwWx5H2LYOfGiF/97WHfDC8+oHDUjNBZuDYjCFFaT+glFS55XtwdD0rhLdkYlAZeZt/jEQQq6neHUv8sMG1IOwgLKCRv7MtpcyOw+QwMTglg5vBG+uCrkYq1C4FBpAqUkaXFTf+9FiwzH2br4hw3vaeDQrPRW5zVTaClY78PsgP9kq0P+6MJO/SdvuKgD/EAAAIDAZ8AakK/AF+Ttii0pv2aSxOcw70dX4IoCgHmBpI0eF7pi0A5R6X/BQ6Ko6qhPQNyR/1W0htWjito8ALKTOoPNBJ8JpWwAfBCrCECpHDiPUPAbvHTc6GLOeh1Jg3YO4VDJCuXQ3XmlqQ/2DoqwXDK1JI6HEeVTVEByYPc/mDBKy/b4ZoQ4AKrE5orex0RG6JPB99yqIsEk7UZAMTYc4isNsfln12nANgtqCurs1QbSB0kRPAK0RuS69Ok1ugtUfwC+lm2tpBsIDuCF3l/1N293FGPmeHmVJzalsmLhIp9tSimTov4xOUax8t/Fw7A0ZaszA9VZ7zc4v3lKEcpqDjMEISmKJswVpeLzAcR/rnb63mpFq2E/xBjlIZm/4joHQyP65JOwEi0dlLBx/CaV9gyZwLufvPY6WaZd4u+WAV5a1ZVmcjpWnO7b8FiJm1rT+g5l7HPlFw9ImeQ++NrpJY3MT+hOgy4uoBkbrk4aOcoYx2Js09JQ1a6Lu4In5JxT4m3r5z5J3LfvVxwJx733fLoGwQEELHm8mlcMlWZtB2iC9oZ6uabhgY/qjeN/oAIW37fFj/0MLQ1ob/bqMIPnVYyFYiWf/sb3xmkqJtEV5GuH5vAI3nXA5AmMMQHPccB4YzyitXWjqJ8oXQ31WrEFHw/WUw4RRhuSxjUg/hSkxAYWBehIh4AAA1+QZsFSahBaJlMCF///oywA1EgXNCYMte3oY06i7iOQPMpc+KNcA571FNXhtwJ2HrKW0upfKnOH0XOwiGl+5lXADoVexFIgJ1CNsWdiGdPV7SuGjx5I6LafZ01jHPIIX8ntZWPYGnRujk6QbUhiRQF6hb5qDKlabcCCl7LN71uPjrBkPYoWw9QAnBc/tS3jqYOyxIp+7F8phvjuhI98TlLRbNsv9byYIeZUaiGlD1ZWIY/pRVl5oJMhZeQugYgcKN6+4LGoxWkqoF6YRAgAyt5UbToCXbx1ePfnA0hVRRXhGFxIwNoyDvLMpf2ROeL0LAdhQoouk1u9to28pfiBj9HIksgWOm7by1NYzl7/9udt4SJvi4CH5OuhKRqIRhkBMIj1VBcNRpkcNK9K2QpJy0ZpyuBJXHRP91warFE2INlHI1QmFXtIEeVmQBmz+05g58QyWYbwSu04nVOG4D7BXKIggRJQcARN/rJqpIiEICs+Wanort+6p3OiwLyufhnIk4y2HCZOvjbAQJmPoDdEJsFGcjniFmuNw4GGHISELeMu9CMjs1YRBk2gwvqNVCo/FCjPsvxDM2xkVKp/5qerJTqvY0A1meQIshkM2uYS87FzudNciJoP6hYTdbhsAxIiXkVe+u7htADr6SFgP1AodQR/4m8kn1f+pCzHWob1HA6jCceaJAM27VFVvaXA4Mmw1fH4BtGvCwdxUm7kJcuR5RSZrEM8kQXi7h7Xrw4tTY31OPWyJENr9u7+5zLi3HaCuLIaBhcVevfuLg5tSDh216KDNceoJgL7YSUrVhwo3c4x6bWc+Zfa9hxZEWzdVCl9Nh+fJADMBByGm3w9+qweNySXKxPW9Lrg0k0UuXtJdltBNaqvlJCEHkBHyHP3EN0oyaO2JqidSBT3lhAosVd03f3qwn8/hcjS+w9V7ktgruea2CA5oycOoSUFrjFMATFcQju86o+WurJfpPkINLDfPksy5HUMI/lK/NIzDg8TmaUo2f3jUFbXFbUB+7+RVWMqeEKf4zmOab+/qwA8QfoSJAnhi68KSktZUuvO0STzQBN6saIfkmfMCQ5Vqqg2LS6aq+2S30vragOBtENY8hnmthc5W/FBoZebUmJqKOD06A8RUNOrynCYpKT5YODBq91leT6+9WqEZMEKQCjbJ3bMHUlpFU6g4TXdjUCdN2fjOP0Op/dbM7bYgQ3MfwzLZEnN8iicR9SVEHHTi4gy69TIusLgEFR8hi44daCzc6GXasI+VvYAR5Dk9zvcIu8YGh79fVJTzEJNN5ryNSx6+FuUzeGp8JDg+yV5mNm5xXzCxsJindy1I8PzwlopW6QGiiXDD4XOBLbvt/JkCv+spkHr0Ty+0MNOsru7G/Grj8Y/e1buBsCyo+3eMLTSUnoGex7Ub4bNOLjnlZuof/w3oPXn7pG7AWeUsZgAq44S6eFxXeAy8QqDm3nsYq6Lk5FetUBdBkW0KIt3vJcBIa1vxqrcTPMN1jh9qe8i1oYVbIOfKWQ1Ild3pt9aJrTD7IuOIA6A0Z64kN/RW5PW16YPIklvWjstbShs0/vHvkU9oGkmWxLJvr2UG2bzWSDkBnMlan7pEhBzHKfNRBrouYGt7d0OaGn9YrRF59pCferVlbejWYxxfgcf53yQg72Jz9BNPw1EfEywKLEBx1wZONv46VxGYOXZLxaw1b50b0uXob8+Mpf4p+NzvyU9LO7CJOhGi2iscn4SNRlRRcuqeqci6oMstF/kQ+aGi7Hty2YeEJT7Iaih2HmoykPdbB/M7wqZg2z41BOjzOUm+BgZX1wS9LyvyGc4gwvxfaLucwvrXCRNVTJC29NYiSXevHfBQQnqZlUkyRXVm+dDTwX9h/4jYwyJ32IsyBoHGgZRcbXDSPb6POc7UXraDcvynQmlaIaBXHI9187R4nh0VLOzdGoDHW9lV3wW5w8FEz1XITDgQtJO3kAmr9fCfKuSc+UlhskwOfzljM2Av9VzUYJNDzmeAZqauTSoDXq3Bw17LVOJCfLJ6Ir9ZDeANnJe7Zl5bVqHTjSm9WL+mp2j4E0Xu8R5VbyuXHx8LBOkaiRPhkra+KeKh78SL9CS+wA90fD7k2Aoi8lKGSmzINGrTudQXaP7QHbNbs/64zGCunHPRbDE6KaZqRe+cRzW7Z0y936YJhvlUq1lFShXddbfoFTe0Y0pY9OU8OZwWjC8nJnwfckPrciIyMov2Jbh+UoQ6DLQge+3xqzcRKuLa2B+VgrGFHjLf2dUn0PA6nUHmfm/jHqPn7cGAaR0PH64wFUAhW3BjN+Ov1vJOvhyPq8AzwGi02f66ZmfVTyvMiMmG91yU9Km81iMJhLRxc3Y1vGOd874dBmzgfIQC965JfF+cKH1RN7ZAvjCZeghKtVou0jhQUfvqE2ftdufcSGRgwSPhKOSeal7KngOy8zmN//A0fR+ikirjEbB+f3UizkQQq13zOVRBL/z5d2Yk9wT9UEZPvTXebqH2uQGpDRL5w25guolJwn4PdPpw0PTFwCOQxX9q8+zIGfIOT07kVqc2oy4BvJQv+2uY3bAQ0ugwCfAudNlKf+obaLMH8+46Hj8LIPcZhGI78usKzTfYkiDNXxGK02o1p5Yfvc7K0n2ifNwMdhhrpSNbZhw3WR7b0sJZ8FjoJxgcZ0gE9ZPZEZv0p+8ct7EPplU+IIpMHuZp0VKc5N5wmNIYKgBOfKv4cpM3uzECf/MLU1BmZHJXlUAQN1jpqyOoB7C3ekYTuM6Tnu57uzuK3UsXW/98K/IyfCjAsi2ADA5a19OrY6Gbfam/rLxnAGu/6seCax8eRYNabyY09bhPBahs9YyXmcV6elmQUBKXFG/s6pY6rGGYXefBriFUSvPLT46DngU+Cmc8gTY8HHvrf/uwqFGLaZMHgCbkt7SrOQQgbkJYezpqQN5DeOMpsvn3Cm97ODVPbWXya8Uf7r6HSfSjozoWrLOq1Q09jTGKrvU1ftsnWj4cQaSJCIsRB3s4oCTbTHC4F8nPls1Bg099TJXDtymSJZF2Rf+gM1ZuCc090a/BIm2K4LXFPOuUGehYQviql8viMBHM6AJIFta04QJyFGSctuGqRGGrdaNG36AAs1rr4C8F09Dc1PEwuYay42W4YdS3AD/HmE30wAMg+pBZWlGY9QKNAIlw2c4/1JgCtfA/Uw4+3B82PZ3NZ251U4AxBcJGHhP9nQ59YT7BoREeUkRWm9NvjcFvYL37aJlpuEv/P/mYqOo1fER/efZwwHrSdVHOlU+Rn4lbOT3ID7AOTSoSa4B5l684QU8We03QMjgWGRinArBj6JRt+/P5Z5Jpuv4yRxc7Dhky88JW1gZgiiglQpObKJI9eWcJUE7B8ercd8JGp/33YCTj+r8dyTz4Qx6+Feu/v1qJmFpww+hf8Y12NxBeI3xyeiCPl8FD2Hik2KxNrqjSBAVFfl8Borj4OnQmgpClMUshu5CHI3QlHJWnQdqXU80vtUsLU12rHyt9kL4Lp6yDNxOQbd3zmXycdCJh3R9Q7WZT4x0zt4tWe0lGsHTS+zo7V9AqsNHEZVjIg6nYlB9QHDWynlPAtQRyjZEAn89DPZcgqZnVNT3oKBewRYejv/20OeOG83kH3rPdGylW8SfbjoafDTxQBpoMIha+gToZh1WMVE4zWL7d653SVIHCVHyupE2gBQwQrZyhvj2XSbkW0bFhzid/ciO70n6QohKpB/n3+ezGXGEj1yL5Y9qgbIaqRVO5OC302bKQOlvnIAL8CLBHmRT/3Hi6BwSoYRKyyU0pCvr7SQm0eXInqMEUmHYUd+rD77aglF1DJJ/gLJaDZ4j8Tqwfc60z8qudgp1iac7hNcHE69mYMdnZ0KDS032dHyX41Fq88NtSHLM9j8/uWWN/AIJBedWnEkYNOuzHvFEsKvP6d9CCTwZGXNqppheeSYmMIaDZhSIv6zaPj38HEbZzDwGUd88a7FuZK7t42vPfvaV3Nt0eqDbfyaOdt18XJmFT8zKBrfYIe/IXl02kytzHfyrJqtzLryGsRIbdbpEu6mG8GW39LsGQ7Hyl4LOExi8Hy4NEccafLrMlFbI8E4sqDYZCjpJuMmPaxzi7JVW5Kspu/HMD97IO5jr5fUO4YK9OYQdTjBmGwXBQjYHqkO8rp0wLRK8JJjVNqZt4l5hhOV55Jkro0W/XdttN/WE9vUBmD8pRQtrB3Ru5Yt2Gjz44HAoy9eWZRRXE3ed55Z18jI3TgIDVTk7Rs+PqTZfEjYkAJtD0PUs5KOiRw6qYR2U2HKf2gSi0emJzxTM2QrUrMdFFrKzq/8YJSgFew5TqenQq8iCIUCsukJyiMoCP+nahWFi67/oVxr4NP/enHdBJQnzW0z7zngbjjMAJDtUgrwl/ZG88A42LvpU2uAuNcZxcPDE7KzlGZjcL9NN8P8wObL2jsh9sMSKeLta7kSUntBFoShT2SIQ520A8oDfnuuMhwFcyv2nLL7LVu2iF5OizLZkDzf+8stga2IqsRaJv8WgUajMtrYVrXtTMxbICIT1S+alGtSS5Z96LVt+ndYqP1OXxEfD3QDGSgUdB2hZYAAcIgzcVo3Fw3WYaJLfeXmqQcpQy2PxkxGjQAABQFBnyNFESwv/wCC+crzgeZRXKTwG+03FVLiWqPupLz4Um+IqdJiBcPNnRBNKsM9ceqDXv/VItQmg+JF25QBA8KkUzqGj+gNAAVWnORnXqne0Qt5HyXZbQK9vzI9RpXGZ4NypI0WhiWFQzVE0F1mQvWskXF7xEff5QzFVucDpzymF1TntX7cwfds2P0LIqZ4miw8sw7h+Ku63B8xJQzp3mKQsNmXryLgmffSh7wnhtUmL5SqwkKYdDG2lDxZM1tkPPxcj6+B/7h12cIplAAyDDOKZPrGz9IfG4WC0vBLzcXY94DiVYIgYJY/2L/KUHdO2sB4ugNYE2rUqnndkFYNN+zGMTgjjIAMYdavLoo7Ly3N1uHaaf8RYNNcCQbeExTnvQy0Oq/P+FIffMjgx4dEdWVlt/7tnO8n/y9o+3rCTTVBCpRh0CiRq9FzUDHnr9IGJcur0IKDio8nM2zcYKaFR09kBk2iDCdTO0YBn59ZREqh0j+c2vVilJ8j5heymXP/qnIq9nSeBvO62a4BRGKrV7N1lBZxm7r7ly0ttGcmE+o37gv6+Ph7O+ZJYy1vSwfUo9LiWZvZiARMw9vXRnnoIaFrmtLSm3reMWhlTYVEX039Eloaj2fVmgVz9J5cs+34D92gwQo+T1Qfce1RS//8w/q0hUtfINslxOU46h5NK4En8xn4+Zg78l4d5zO/IsZuY6hvA4/BTcqX0qll+a8Gkcl3rVUH5Ki274qtSPC2QwPQMK9HBD+G2/TGC4m8KMl18UWbV0BtAGprXjTF+fknReUgaGlEWgZyvgBy30iGNsPG2coi8T3smlEwC1wppv4TxW5FuUsIpB1nVC9E2zZwfL4fMauyVTkGWKJNphSonHnwVdcYgxMw4gKNqey9fJBAOnKZ6Wk62R/FhV1xhJCPY+b2C6UJleA4jzseev1duhz9uZz3iO3nMOrMtqTT2ayPXCBrxSA2aEh0A8DBeZS7lf/Mz4+RcQ2VECa/uAoq3Cum5nx0SjyH+bdUhIQUKsa36veoLpaXUZn7J3NpzwLAYaf28fSicStKKcB95OnWbP3zIk6TBQXWL/THFhMtfQJ2jgHgESr845bNSdXea3tBZjfb6erZwY0lXpDxSxUFAggXJnaaC3ZhoLt+WyFl3d2jXXsWaOeNN/KZVN607tfciFUq3gpPOEPKV5YWQJ4QD/TnTiPz9mZJqyIQ19oU0TAKOQmQCdMXAABo5yktgk+b9e7QqlKl9aNxHWTfixKDP2FM6NJZjAzT1Ku8Ad9w12rRFzGAwU5BacW3vbdABJnNlpZeecpsLJq/tRrOBdD5C76tIaWsWICPIOD/teGnsqm6D8D1ZL4+PfyJGJiAMBC4GvzeY3o5zoxMITWG0rFZ/N9mwJsBH9HWlp8y+Rb2LC/stIMmWM7jiK79L2xKYUhpkD85b9GyQRv8Pl2CFUEc8e2TKyFIbkVNt0EKPyA0RYrlKYCPREaEpkdTo6z5FAKmLZdTb+voa+k62xKfaWa2ZVAieHJRC2fGzMEYVmwd6vvN4Pa8mZoPaxvvBHf913HqEQmvzg2UkqdOJcvPaRtm3QdNILTya9yr9FeRTDr2jM/qN1IfloUqWa/aipo8FPz39UEVv2oPW+/+voMe24EHU0Wwj4lbwLevaInzUTdLwAAEX7nS6KoFmDdePdRKDkeMFaYDUgO+840dI6v5viuOPL7MOjcAAAH9AZ9CdEK/ADIoPTeCS/X7xqTKo9Mq1AmXvICF4MXkjKBokVKwWBuHCQf6T36QiU4inOphyeQROrqAwulBzkeEwdJIk4uABLQLBroQsZVUBRl+eKBEs0ycEQZJCaqoW5ISrVHW41bpd28pZ0wsHC0T3D4mXjpocvGWfcnxts1/PsLFQB72gnwgt3O0SqOq0rVNaGfXGI/lxCSJK4TVWNFfacbVOKg78NXETgFxz9kBYuC5DxV+9Rnrl7zrCMFEsGNSmY0BSFlirhpcTA9V6u7ZkL5YMK8Se2Sh72alkexlNZ+ygJMl3FocD51SFQiV9pNVuYyF9RvQNttmL1xyQwecIKvgRW2WcKQ4il4M/SAzu7YsB4JH6NyrRV7SQ4CFwsvrZIcnl+cbH1Qo19mQ4fN7ZcyFbwrdoVGTm5k6GwKM48bA7dKMaEIJUpVIUrfegvIaxM8KLG6We/BBZIyFkh3OtHWRpfaVQfzsXV0xCVtpIg/NzRMYZitYzPT6LTrBUNVYmyZ5vLdsLyMcZm1s17bgrK0BUOmaAgGjSIJX/ALLHdvq1ziUcuiesAOnHfcAVDzgTXanvdeomSkeZAEB7Epl59d8yk324XfvGbao/jX5irxu4HDMuYyYmxYcE4i6o1SMkuvTRKdDDjuRMuD2WTHbK3D1ttH9RxJtxnWb1ckAAAH8AZ9EakK/AFrsBPip76O3T/2rwEXlXFtDSbNbyqIlViP/fksmjuUaRpH0emL3TMnbgPMqhDB1LzEW2AWYisRI+XSQLtOHprxCN/wBqUhCgLybyqTWmcqSaiIwPypzaDlEI3zsvh8jsXG4nLk/GnnIFX1Lu6u2cIAEYD+LmgDBZ1VJkp9eVTn+scPP/pVjjixC1Ej4TIuc51iwb/rjlvQ3En91KeHQ1l9XTkk1EBnM8aR4uR6EQLIpo9KuOQp0BVoj+CMqjY+ZBgm/qsXQJiyP6No2EmmRtSsn5GcZ8GVlu9QVvkGCvWl9xInBJCLc/x0ND8EGAKKOscEWAcB47vHwEniOG3QuX+x7d5GTHw7AMr1sWkjXC+89LEWCzGFDx09d7KPREcdhnYcz6WiuYJR1FH0yOr4e2mHLqQ9BfNOlcX/2guvjhNHeExlj+lGKJNQByr2gSm+BCpWIZc8qE6gvaArA/IKjQ1hDJp90lJxg8oTbdhk7MhfcDxGRelCephGv8R5UISE3FB/eLiF4WQeBp11ZtRb+s1GjxViijjqwE7KAwBg4Yw//uQBBm/Svn4WR0aLiPAZ9qzRo0ef8xe/DDSva3tXn3cEVwyc2JDCwDEfSglAESkjhaOttSpabWwbAsHUiDRqE4VjpYlOdYn+kayJOWAd60BM8DgVh6QAADXVBm0lJqEFsmUwIX//+jLADUPbohNj+w9nal1qCI4tbRjZP3wOiUxVIr0kNZOZXOhvvbmRP9M2T3HGr5vvFmwgl6CVawpBD5xdW8saKgRaJfnr0Qz7QhUDnq8qrqyRlEnVPFabmPtRN8br3UB77cmI8jIXmc4YlUDrniC6KdOZRtcqz++WJFiC5QKKHlbNR/fnjDXJtZxqLVvAlMY2MvmfohuNsHdobhrF0EmHw3Vfh6FVzB3JGc5Uz+hIRbBUylfwes3t33Y+Pmf+DNALxxHFpCJegTm5EyH/olELXdQiDjTRDu8NyzYg+R8bIQA+gs7vuq1uJSs3Tf360S2gavtQAT7nNqn3YcHGTNzQ/IA7u+Ud8kyCCE1n4D443bKsVffiTk69DrW6zfVCttrMXIXPqC9XGMzl6Z/VQdYW2Ak18vG7ghQgveT9Z1o6Yf2LvomU2mTdR3WH0PWWWqeQTM+mT8WKh22pVw/b+xnSPVioStWnlywxQQXGSB3B/BL6Wsfb2zzXd6vMpphkX/D9WP4RBolPzUjNP5iNfVCPL0jP4JIM+yAhPq/OPWLeg9DQdFAIMiA8xk+2flmL4lDJ+6aPHk9doVRavKbKxiTylu0KtBz72HnnNx6BCOPNbRYpRcpCi/xC+NP1Hhxzft2tEyXorF6CSWnjklsqFUrpDQ4O2uvI9DQV26t9bHNBdG1OQn9/rmk6jIdTVdg8qlGwgX6eOLH4ZY9dpd8odPbiAiXCuLlnJynsmcUlCawAcxWRWCeH6rNqOXlJGU3t6NhJOAdeF4AoTW2i2/Cw/duCOg972bdmy0DRc9LrD065nq6HREgiPrEBgin09InETr/BeDLS68A6oRphaCUJpg62Fgu8s7gr6QpL6I4nBkj7RvtQvGm/cMVUyYjmQzJeX1YtdulHx0P0XdxDAudrZoM9P+fO+BJMcMcMA6is3W1SvgF5vXApfRb+rQCQu/tkMAw4pSm+ayTZ/fSFCZS6PVYRvanSTzBt4GLrycH9/0jfaoBA/cQwYzU2fvPJIk+5AFiafF8Xt2mjUHqLv4FGK2lEdYyVBPWBtzDSz3MDUYo2xOOpVoWXxbxF2R4biuIDEMeJYAlq0vp7IHfMFjiq1Tx+y12SsrINPNVzsgrFUuJOmjNgsJkUPhflDs3yZ6erKgZpnR3mfYVNK2bQ3Zxr1rmW0a0+DSFak8BB1zJANlc0ETbQZ3gaXTZwyi86r4zL0av5dLGALsikV1DXD3SEnWh/QbpS2JlVPIYWQzHPeJAEDciv1MKsWSIQGhSHFFYoLukFGteszOFC3A/T3wneKYGHSlho1s6Tmq+IXWJaVL/eOEVreAmktyJAPHueJQvWp/VUYrOlViz43pfozmqINSVgN7VmHTZm1EeBLcL2HStnjhOgaBj95oG/ksifv8RiXbpYUn9KPnkwylfMAKekPrGNMUInScO3B6oIEH9rZJPraRIgH/e+wjrbO60XoIaaoOZILCqcMu0KYJrOfOv9JccJUNOiLc81slhTxZlgQFRy5CP4Vx39/yXvuFy390xIzTi4iIVTJypsgJGB1J9iNu/h9dTPkqkcfGUwatUFXiDFDviEsJmBASYDAeu+OtZB68eDINuF76pph/ewyfBg0qE6fbhDaSXOJL26A35wxDCRmtLX8tm7MXAkQZIdkmCzGfoG5MSRAfVFd0hkj+cNXdt6AikEp014puzQER7TbiRKbC0a4JN33bZw8EppeE9qQyNAKU1ijv7gfBIacbuuy5fYCpgW9FGIeiOS7KQVTXAme63L2hWRrbVMGwWODx3SBhIB7q3SS+qQvsiZ1k6LWVl2H1vGSaZsKu4XANgjH/h9DPYREWoI6Cir32UO1fe8z72Bg+vm0SqpHKPyU+NVN72zdkkck78S9kuA3dvKJqKQ2TEDx36vNNgyvUSCXYJ7bnz8fK57GU2yvThibpK586XGcCdYhEZP+vSmutzoUwD9EFWfiNntZDAucVtAVYuxYIs6+aWr1O/underRALMjqpEVEy9EeBB2x5JsERP7Zb9OkZWLbCIM8W9eITNwhFnyr4fzg0kmAAVjIspN/Vus94te0uZxAC6VV2JEQXa38TIfPAQ6ILESH6LpVAwlEEBg1yBuI2cOdNqtnHnWzeTE+U2j2sqTPg9QkHDRz3CQnvas0K3kVUyQyXcAE2QFIz+vqBc0MTQZCpLdqvxLzaVI9K2VNjKR5ckNLeb7wlDg/rS7jiqNczOfD7GY/TTumierCsxnnETY9jf0FM6js6NES5X5qsYpUrKyYWNIcHldeFO7wyVrvOPrmp60cEwVr0RWb1xZfpy1vLDTMZww23Acg5td89rXYahQz8GMHVsH6Sq3F77bywMH8357a5pZ2tqUkJEQL4PZXCwbgN6oP+qQud/lB1gz04AYW9BPNpXQ6uDTYSDPsdPINc0dFyAA2JyrUf0vnhKGAwXAGWkGgZmWxDGFsVPfnRTLrsQlrsMHvYoyPCrdWjbRPL9u/UBPv5lZ8gAxv2rS/QfVqgc/giyCWHsa3crTSyd/rqOzpsdtfr6AAZ0zghJDPmhe2PwXdt0QaGn7IsH0jvwiLuI+LRoOhVjNXSB5zMXOoICLkjN/WIILKLD4ikiry2TZkgdrTIBjKNrhwtAaA+ZAuiiK/38XFhLScmVshYCHJ08n3XXQD0KkvrJ5hsXGYpjNvGN3zqA4UzH+a/+NcItjdEwN39xVxHMYaAYE/mFnQJSYYoJyxGxezryvilowJChMyOtyjtN681k6o74W1jd+9RSgi+5Y5L2YycgnxPLeEYxSyBkdpmrK4lA00hbi0e+ZWmzfItJvuarIW5jeh9RzwFy5vhzQGJIbikfzRo5PpWZKXlUr8z+6RT9C59Z0MKdv30K0srahJjcqhnw2iHcDlLlKYU9DeqbD/D3rdBNY6mvvvtiaAVVMUvAFQdekXOkjHzdsHz1oK3+MfVIc1j/yDPX0MkJWnCoJACp5AbmLzWYc+zBwA1Im29ECuFg0djvJtBSjFHACuf1eiWP3cFhE96Dpxul1Pf2lYt9auVGgRDcivZ8NPYy2I7YqUZMcUJYqcAD9uH4m5n85RFhSFzOfY5UzaY7G06VQURDPBSmyvrnyiuWJuUweIoStwQNs/XVIzq32dfw3G8yCC18sx9WFPc5muWCvhau1VMu3Ke5icxaw9ORh3O1E6G/yr7OfDiXsQhJlfiLKaNqJaOTiEUoM9GHK4QtLIfPUrr74oxwyhAImHGel37Y23NfUW/h14fLn+qtsS2Nwahl+bHRytIn73l9p5bXIvL/T0njGL6+97ID026VHIE3IvVugd4K9wANllhVbMgge+526gBIXw1ubi2F1gzCuUlhmYrmfgs6a/MUT8Lz/7NtmRmvH5fdEMOLjtcJOBeD0o059nN0H24kXtN5rnLPhGyg3sJ91D3xfFnltX36HwiQWGxeeDJqdin/oqF8ErCmKIzWloHVxID9ClsM4Q13qpd1RLXqOt2Q2VUnEBsvY/dLEA8Wh1caqDZ4kqO0fyDaAcM3YdlGcMy9Kh9DkQl2tPQ9FaIrBVb+FagleYftOIRQkqi/gkQF9wAky5+iLWA/JDLrZum4zMONwvflnD2YTzzgNBVR6jslZRWFWQ10LXpvhdfp4tIuevh3uXGZI15dE2WLoIixfT3K/RStXonU5y+u9Xb/3zrGRHyjiqFC+VxRhKV7eMjjXtyTMKINGzVXKH/g/xSXoEMyICp8ecnVjQgsmuIUREXMKvWGk3DzF5FU5/DHn8cL42ktoqKgHrQJbM+1jP1TLpOjM/ClBuEF0pg2yLxae8w11B5oKx0FAymairfSnWbiwSBF6XaIpnEzjA8YFpJMa7T9a4VcQjGS0PqEFrV2I0NFflWRp3xGS3DB0Pcyb1GDS4nL/4mn6ojAQfUTbx8C3r+3LNVxKim0INUN/s/tAW4tntiIkdzGE4JlrgbVLjRX5MSgBV5DOklj07WrEosCUeNlK/aIrKbuDv3JX8VkyxTRzrlLO1y0o/Ewu8HB0PLfBrqqItSuKOeTWYenDIf80tjH4M77lsdqinS5sQ1nXPNxVFdKMbrtJRXBH813iggJbvUU6xgPRlQ4drdrjK9jwCGx1dy3gXoZJKlO5Qnn5fNUaF75c8+70+9UVFcOXOhAusVz/QRppns+aZrs+VTVKR/mw5NKDU9CIzDRRP6d4ZLEkCSbAn9o6MkTTO6SKS3AvDMpnjgzi8Fln29MyjVvnmTcH/sHMjJdvD7k8byAu8kHfXPxwpDEWsllAQbeObtTBK08/Y4AQixIvcUojXmOPHdnmyMVkkYsuSSBjeFdmM3bf2HWhf915D5w5K+CJJo6y2zMQfFmb9yBVhTyeC4Z/ORVUHF+EvWQD9vGhkG/BxsnszJe5LWL8syGTWidAdZk3F/0sCzm0ebMly8tJwRIo/V3EvlvjEfOspvytKTCWXHe/aoIWy74HPpMJ7k0Or6Syj4NFr4AfQJn4s3nU3n85kgEbcRyJD96SLWY2v6jG6VHVgFHYdZOCp5+5n766dnrlfCl0cEKy/kZNCXZvRHSFi10vbagdydQJ2iAI7T3d94PolIzBAAAE7EGfZ0UVLDP/AGIYccLltDNOsvMvvQ+bd2K9SmNmsS+O5+zP+CYm4D6lEjaQTQVcBPHGrYmTYoAWIUBNNfofRi7V2S3kyVYzWi4b5yo+Va3iTlJUeossDGRhsNrIg52147jZ7nfQi/W/dRYyFn1aUHDfRrze38kk6JMN075hbGP/ytAqUEoYtmqCYFRBHOL1BAOMFXNqA+oVsXjsIoeDg+eboAQ4xeoedp+5F7bJrbG2wfxnpPF2l6zjoE4UXZ6zQELv+pc/aNG0aC/5tlejo/8GGXegUWowsulW1UEAt1zfZo9cU1R5e5dYQLH+RiOF9ui+mgu9+EmliNHHo6devcQF+t3QVCcwm4YEFQlBGFOZKszDe4amStflu5vr7NA0WgEH0fInItRrpbbs2zig6WbJk6sFUZcJebIdU6+9hLJIJ05iblFOKC1JBqIZyXAxzpV3ljDcKrfTCR9Q3SW7t4lVtKk8AuClc9rPIwn+D24wFfX9ynTWVplYhpSjcYIOtOXLZ1mZVHQxx9/3nDWSC+hTS8jfnNtDk/U83pllPSAHrXLpUI/IbwKd8UPs8T8vi1nT1MNoKr0e8hGIbX0b37OMDNkn/dZZYTm5Rk1ldvGmb1Gj+qGQDtqx5Wuc0RW6qx+VKACthvm+qyOFRpVnk1LWeBKgLHMKZg/heeCDZcXX3h8jBVl24BgtJkBZCrAZYCpDFJSLPJajc1BFiZiUQYFM1d0etREOUuzUTkLa3ekbIGqAYwDmPhsya5g73pfYmQJVKkz7utZHQFs87oC/hRVSEjyAefm2Bb1PPBIDP9jqVHURM1C2QOXHyH7E83NsJGblgkhW3w3BIv7y/f0jWBhEDvih0EkgJNSCReS+7J2vrUiijhGYc0ZaVVZCqS/NVhUlG2Rp6IUF/BmvK1y6xP6OWPOI66EqhvYUjpm8ylymBhBvZYoznFr7EUvysmLz2EIh6fw8WSJC6zsyknq9/JWCJUo/aGbKaCjSqWLrrZcWIKIgQLm8PGfLx4nVJ5oZsVefjWXpiP+247dxN30XmBqrJYq9hjT2X5smXhXUiycbyOsTCqWgRMxwyM4YjX7pN3C7BVrIBcgVvLTBmyEspjH/dhpqejpKsH4+iWAFcHg3JgO/NsZayYYE8+T+5wO0RJXBvX5elzDtU6LMuwIny94GbIB/HdXV9i6jPjn17Bx1KczhmOdtB1Z5vVTXfitbeFigo9SulqYC1Vd3CAWO5TjSwArT4gGgKqmfkAu/XiSdIsGLkjISZYalSlT99Eb5se3lMOkGt/oMrTqUuyAZgvHiPCX/HI24mVJ0ENrgTUQVEVkW1oZis5OVEbNrgm/Ol++fKtKa5WV9Ypyo703dLyuN7Vu4iQyzsJ+Cy3cRDQMOLXgxYxNObkjcHWh2pP/mknnpRRka+JxpuNifAxcunLnzx/CgmAKmQcEBw1KxKo8Fno+JYHjW9apG77OES2qSp8NxtY6cMU2pr7/CEND1QWZQVu7AHgEdANqXmGfLF92Qt+Zjkmda6qiIFbflAIm9A4K8jpo5yECL/aiPOr97JEPcpQurCHsNOQGAYduS4QP9W2IzRfJPUPJzkPv3C1lnzLaeAL7/IxvksYFtfkjm5LjkMgM0cNWkIIcDtA2vEizxcgTyR+dOH+JPtwDTVL1TrNkUHtxM960p/v7MWQAAAgEBn4Z0Qr8AWtMT+MTx9FDqBqVFkq1x/CQxEfqP2ukeybZQQXO5aOfgxKfTnpaA30ooChPaT8340TDbdgButcl5d+uFrpsalDLYjxvtFxzgSCyb4DMI4OEz/JReQz7J8Xn0Wc08hr40zh6AfZIKuEJ26DzfB1YJwJlzz25WB04FBi8OBPEC+ZiVsZyiG9OVlrhV6OSKl4ufCehoegsVSHyD5+L9AOcYolHMc7J55sflAztRK0d9xKrTeG4mPvPF/HZ5IX7+vGnFu07BbgCe4CMAn7RF7XsTqjri96pdX3gR0p3hJslEXGGkikQBX2UbPEP6SfuUgqyWBeZOKbXBU6NnN0oZyFpEQmuZd0Cg0lP+AzLuib/FsoTmRjWiUcoWIPCfmdpmNlEvVc2I3aYkade/1Ngf7+qzMeipKEdREBsVsb7taMWBO60yX9i5jQXwlN2w94zt2UgI1U4uchhdwNN2oX+hW0CdgCX/WX4/siRG6W9t9+r8FCEAOtTEWUEF9pv37zIsECkjeNcRehNBg4JNQ/VC8X4y004Aye66pQVNmroFqUzcxNyKQoRpKFSUtNa4nra6Op1rN8QZ2R8aA9/ljbt1A4D4CT3Y71UzI5lU2+siL6B5ut+Rcj9PSSU1OgJZwmQq+JlBRWMNZqmyAFYm9DyrmWL72dzYFJgHRRFY44AAAAILAZ+IakK/ALXYB143EwEMkRk153fuHsQ7BwXWUy8p5ZnWiZwvokRfv9+q3267Ay0cl43nGvB1BzdV++39edEE6ps6cwAz8xy3dK2DmSMOQsZ7DRoqp4MgGBz5POmpUy0YahBBRhPgoZRRNTedWt8/6CiQwWRpqj3dD8HIc5baqV+Ktf0KFsQo3qMMgx5Jt4uMZLvW0UDunw0NnbPCaaFUK5gaxYBcuN8TUc73vfqaZwgIKE9YvPDXBf25Gq0tUcARE3eWcYL3A5JPf4DtaU9/79xvfdJlz8uqFmHYFbFolO3d4WIokny3OtbLe1SZUADG90+9IUkt52M0Hj3r108qSlWS0Trsyz/Eja0Wpr5GKo1GmM5gAISfvQFxTUTkwo5avNB/kibebvQVO5pXc1sCB0/sKGZIctO+EsZeqBbt2Wpw7/LaGXQUcqsCHKIuN6KanNxpGXkUHPTICfcpIaPPcv7/9SChyGXNZ9NX9Op6+WlzlCPbkpqzBZQa4ounnXxcxT0lLWZpDmsXd2SOefSKBqS4E9vfWmpDLAFpEl8bq2jRiiZDKUAsyj9JNLODPbo6Hs3F/b2oeOxRAV2hlSR8gydIt6N/bCXGkCN0NP3mdtm9MSHewWdTxvBsX+V7d6dOwtNqH4MqGQOhdbLElzMakGsLB8nPAEGT9aERVi07PmK1wuui9dXyRxfJOAAAC8JBm4xJqEFsmUwIX//+jLAByQ4PlatAoQRCgPY0nkoBaPEKDFZRxn8WZSzhdcLNjHvBhP7iTJAx+bHBVByMhKJOPIKbud8nRxdce5aEp9qvaLgzdyKOmuRhCPkVwuhfejkTPyNaYvQghgVENDgguuSJOnA6xsn5I4vDa+lcm9Kafb73ZffxFfpJhvS4LD2UKcK9fJjI4jlnKOErxoOcSGNwhtob9j4ER258RlTKaZV3cDAF6Ym8K0Qe6Pk/xn54a57Ghg7ayRsl9RFM2rO/I7l5VtZjhiqD/+9PvLekAV7ryt5lyXfFQDxXTzcY/t0CemR6e1rSjTn3eH2L9ZVPEqkwQExzADNMfHxQlFpQLMq0N3op7zZnliCqCOxfW3fvbzZRhbxrSJxwVFRjfhbnZuWV2mFkaoTQSI3MLec4oocJtBgkJmKnh51DXr+4vTCVB0dGz3zNUM2GkCEIdqcM7qmEiud/XMJBJ+tzTRzoXddiS3oRBoi188z+kj6Ixb5nni1VZnt/4PXmWNcOcDWrj6xun9LKpVewC2TvQkIf07iMZGxlsFn+D7oj/JNqluO9yP/hvB3sKDS6KEzAA09gUp4mkrlXRcJjUvKD5Xwl+8Q9s5d3dglq+myH7uHu/iYzefAgfHA2TIzMnRKrOAjnNKzPi2FBXX9EGpp9nCWqQgULAhu59dAl/btu+oQVYxMGiBv5lHzs4xVR2CWk1QJYn2oNyR7RQBc3ZHa3EkjG/m/uNWKe+xsxKxI9cHIC06ZpOtbJwAh8Wo639ljQBhLG7uoUj++krdaPOBkCmSgF/wzgnIGRvTEOLXCO4H/5mHvhpHi2sqoo2Ko5v4ImoHkUYMmPoqXjHGdgkr19v/tj3uA3mvmOoJsyF553nn9BtVK9XHI8GM7mne/x2123jo2VJWZdfN3/tMcvzT1cgWxV7sr0Zdx02NkKkiNbUhuhOv7eyv3yMJBa4O3ktIbGpfFuDvdn4E03lEJqqnzSTfy7+CKkc+xlOlxg6pCIMEH6UMG0yrZUTxhAZnrW8VChWscLyAQLNomcAWjuDM19tX1dZxo810FncWyOL7NqzCxXzCP13JqBmHlOX2siid9KmKPn8epgqyMpYH7bjcZbe7KD7rQOtbj8nPMzNzZIHpVpH/YX295SUY+BpxdqWnGHPyWAm4GXGEfbb4kaZY+506PVjUw0yuR6K2QVuj0L/9k/3FQWM/G46blR6tjjFIWENESyo5GYW71Aqp2IfOT9783frH2Gwvx/h6PV0hWAHp1npbV1GqJ9jowbZef84tfrJF4elYQtZZuJcDu6i8BKKUqE8/XpKEl9Kyttnyn629Kgy3wH/5UYYqQTnQ5tOqXyqgwHearnMsd4w4GbLEM5FquO0Qo4T8mzKRH3uQsncOjh1mSN4dprfvBH+ZsOcJuAeP9yP4ewBxtSX8m7Yo5lt5RQg95OpCMK8x9yWU5RQKw7WbTtNslBKibbJh/j4XYXey3LOUouZTxcej+UwmLbvrF5mEJ4zEDDeZRZTpcU54/Ian45mVCisywNQBZVmE1/a4Uu1dr/O1Uy30uJ12l7mntc+zIVqWGmkgEU7myNt0PzaHoval/9RxSQNeASspUBwh6nbbfN2Pw0GSXUcW7ieZk0blt20jzGn5aYG1ndgNcE5wMgSH1P+ctRWljbXhZmEJiUa1S6r1TI8hNGhgyBNQqgdNMeOvFvPLex3c+SQ7coXrlbDz9rISs5gdWW1qULx4BcyMXoeFkjPzm2/9pNm5OP+1q6Vqru57w2yaW3px7NuYQMASozACeCXzSkdhNDTek1pqbo/rmVQJlyN7DdUKcQDfKBrfHaNXaUsXaGv0xwrvkdzRwF484IR8p+X6kddKl5U4JYxzsY2Z16Ikc5+doi8aNX7Li9pOrYsu6q4RcYvYFfbYYfoQTHTORcx2m0PKIXSHSXqVTQw3LPG3c4TC/2bjKZgyAnb/YamFOYklfWzYWDzL6B1fJeccYz3mPF4BIfUY3dJEpOJhKcXtQDDOuvGUsPD5GUD9woXK/DMLb4BdQTbQn5J/K5KZN+6Q8GgVhsbs+SuZua4vK6ENgKz/D/fLrC6Dh33iugAsADrMlYLQ4/ZTsGeJrJgbwRKzke90A1R9nRUJk6GERFBfOAwV5Kz9palfxDdnxEPF32YUjJMSXMpAAn99IpW7zQ8CHzvEIcbGRSG++MCeqQCLZxio5ZMz7qbXhWuukDMCp7kS4DZwP8VmXUm/wUz5lq9rB3JBYy7GtDY764jf6zmSwI5coiAFCqbgVcBygYg5j6mM/Kso2p7iQMFId/sLOLfRE+nRwpY+8jShV3QvB4t+CAjf0ZFY3/23y4OLZgvAd0Mp4LMaRqG+SvvClSkg7PRBdrwaNB6V2dnz0uY0zfW+lotxjrvWmbsshGF9x64Bps9sF+e0L0CjQ78fH5MmJ3s4CZNuaRmpjc4p0hh164tUfVJcWiBu4udAaNu9OlVxDFBgIg/g/CHXl+i7GMEHL8bfK4dcJs2BWOLF0mbfzuS6eTF4X0SA3yaLAglNM4nBLtXae6K/kdxqo6QlY5xklvivCvUF3jntSikX89XNWH/ufnfIA7/1ntU5c6a/vQnge7vkYn5oTLgs2FVSFybyXSYyoIaOQsfK6RM21ZS4PnYXg7oCfl98TmXF3ldYKOb8cd6RynlhM6RxO/3XhCEBo9k+E2+MWeNeKdPaLnSX8+1YDSZ9irhBufNJlKxwChtlhhoyYfoJp9DgZrWJDJmFiQajxYIlC06nKQPNLjKjfA12zchNXUfkNKvRlzNfdP0zEH3/4iDWoLbeQnXRrUZJdKRN2v8V2cgSkz1/Z++IdCAxKnHwc+7dNYJ+Zzvydf+fKggqPgMmF+76TG+Vs7tkSqqf1p+XvP6H0djwzyc+h0G9QZMrXhUZdcrOsAQZ6mImXYY0G0xhItmcIuflVSf77SJq7V05HZ+HWld4ZvAMPfoyUhODn6qriIcaOVu8qcNzex9uADh1ZSRh/nfzGt15eZAR/xD6QOPEHnOPz99Rb1FHvuDcwpZGA9VgJ1ZHs9cT1ju/TotjmH2HmW7uJskWqROVCArdfGlZTvkt8fnhUMeoxnpwCVAvmbusHjVk4ekYAidXXCFs5f5A40D4Gf5fbBl66u4X1MRq7gkv20WG0DQKC/vqX0XqVpenyc7TsA8ce+yp3pjaE9UithZI9mZgdNbz5aWp7irUn6CwkMISlh7fGZ8eLCiE4Ipm9INpbopkIebh+vHiyEzMf1ZY1yE168abH0OwFAHFCPWANtmkhXDTChq3uIO5I8bviNDHYR4sjD8bVe+a/vmpBlK1i7XK5rHuT65a2donfelUeiWzAsj/290hoVfkQ7FExx6hUHDcBYHlFvsSZitpWeMJayYp4frE1ynDUubDTRTAmwLNzHMaHCSBPGl/DK6l5pw2jigZODv6d+cyxmGgTA6babg2CPGq5RFlIt6DTCcG1HWry06UFjLmFPCjem1TVwBr5KxRM27CIyLcM4R/gsLw7NnRSd2ZWUaynW6EJYSBNq2FUQZ9HpbyBo3+WWqZuE1i/FWpvBpkY3xW3FA6QbhkrH3wS/VbTUTxDgL6ql/Um6EyQn/kofey1sfa1gFHA5Aly26Xpo9ZC6rkWo/069//9udWFBiKSHQr1bbd0cDPWicB3KOFAxz1AwIBGrawK3ebIxPfv1H8M+VzqpNt1DCmA4qfY+ipWUq1hDqBYIDI/YsBhMWPYbxedQP42ZccGjKTC9OOJCymiuYKpLX76kz5nW6TrbQ73FBQE2G2z42hI6EHtjSLvyo3noKAFfxk+0tBw4vqL6EZ+qYJ5yASoc7RM0FU4g8ge89Tnx0nv9igjkx1xdJtyeSGEO2233jzqnFxMd9Ejz/wWSNYEjTNDkZcARMej03sjvRoAlQqffE7Ag/+xOlPVe57cLxfdMKaMGiw+KY+deZP1gNA95txF5TyECqyBysYbecGH5XxkH1ApF/S/kxxP9+mn2sO8WXk6hAAADSUGfqkUVLC//AIL5zjHygCFwb9G2N0npG2KygwlLamkXbEfJydjrKywfhsY4hV1aEdJ2LHaCsXlYdRMGLIeys5rJg6GAPigARa5LnTKJYZlq+lEvxGIy+1wHf9apdRMPQ029uoL8xy9o9vidCLL4s1KNNgufpF2rVIVUXvW2lnOx5jjJSALfNXMdRd9owJ6hMmj+Jt9WhNlzWxCKeHvxxdkXDTYogFxsPGX4gOxJ1G7UPGLN4SiDtohwd4GOquTcYviu6p5Krkzlj6DQdoBukEnmcj4akiLMUEBmjV0A7i/Cs6oqPppkZ5+k7I+ewIIMw6d7oUgkLsaVffvDRZjwz7UKAGVqvmVj97CUu5vxyugV5SnzTzUx5JvyvPix1gtSPa+9gvEbPzkBK5Uxn3EeP1u8UTS6R8AVNAp5YrjgZ7SvLODi/HblyAKlTtDmEDypjVZRcS6aLb72dMVQwbiWSAPL9Y3D7weqdujGpBIEJwoxyqxltRl8Ik7Xt/K1kKOlv7jF5xPRLGL3C9C8BH2QXI/xNKtweXnUgvwc9/cfQqo56LylnzuhSDh6XffqAAPgWg2C5Ll8uQjTFIdHh9SctfmJRtmEgR0M+75pDA3T8q4Bbm8DLkwSqqpHQtaQU6RVKPEbcchbUZvgDbx36fE/Qa+sgoDC2KVAzh9D4/55vDHtovPVBsvokF/11sKWMIxiaRkv6kahL/Tr2NOKeFCPFPN/r+ISwZRKoDvst2oq9thJ3fu7sXCvC8RbmE85+QzRM74rtH05KEYUo/9TzqDb6WTRVc+dOVAkqviOgoZhxsxmk2AY89Pc0JWI2uqkjeql+zHR8SmMP+t5e3CzoGta8yxWCeeR9OV1zWTmRirOB+p/GcrGO5PBCBn0mdnUN0lL0MhRgan+wXb2VbOq7+ueWygb5OJmj+ay5mA3sFE8yEk3SE/lDrB/mrn2hRvRrsMcD2BlcxgXmBF7NC0cM7NRwECnsmghNgRALPIjITzF5nstvC546ftj0ZRr/dOsdI2dqC3Ef5V4HQmMaew0LaNxBTa64Y54eOxBfiGqzdW/2HE7Up8qKJy46ZdQDG6fgiE/I/oCLWHoBqPrE0zRe52fgkQliuntmK8vZNwAAAHwAZ/LakK/ALXYB142KASanLHXsDwhSMzCC7jECPW+wd6hYtSIY4itQyTjEOL7/1rbLM126b0JAEZGmmoeB1Arp4a00KhctQX//jk4TWcTfv1CRY5tt2bKtEYApsL+MpmOzHy1zBriTiRooDOpzzi3WaPfAdtuE/PQJJjCjj3bM0EimQFlSVb2U2VTFeqvjBJ4BOG6oXZMHdsRAh5Jv4JRagx9pedFY+AwdA9c/ru2oQaVL4QKMActOMLLBfxP2Uyd1q03BjQihxIEsKDkFEICqeyEtptptksDxYgz2clL4tN/QnO9v3ZGNQlxq18kXR3B1AFxw2MDl0z/o7D/SeYU7EvWNTKiyoeGmpo7Zp9lRl90mfEPyvqHZ8IPYBGTEpjHrIxeufzCS/WzEANd+5H4+s/Q6ELhnzyttpUU23BQ55A6Qf30tfesBEuHF84ZAT7gwEQz2dpV4HV94wUzghVR3A365cDXjlollBer7kHP9Vjj4Pg1IfqS9U0BzH3otc35hjx7Ual4enCZS+Q3mapYzK2kk3yPuAMMqr3lk/CbIk1G0C+A/wkeoS6NXJkD7pnmZ4Le2bwi4b+KhQ4d8dI9SEMedcnVOcF+rv6yO/ULZQsUL81i6Y4620P0bh68EjCwPkCGSmELLpzqR4GODR5HTAAADD9Bm89JqEFsmUwIZ//+nhADRvXxwMhXhtOSYhwHEzN1i7kAUUoc2mDfZBeESVeq65T4fVlf33bn+isLE/90stbaGgqZSNI8uQlMkSWK3ZVVPZH9LP0pn/nnjuR2nzTl5garIjOnQDXJeFdaWBySVN30lF2MYqYTav8HbaKQOlFWiUs4NQkTQ8pc7RAdA22t1eb/FFwETwtQmZ/53srQUe6vabJumsrIxncVgsq7QRh1ips0cUsyVQtmnew9OO0RjFLnMiiR7IwL4emj8mH7Nyl2CiRrF1afGLC8kowIdTXq2VGew3irMnLxwS5Aw59+QiBM4mr9nlABRymJ2PRj0ZkD7kUWm4j2soout2/2NJenY4VHNhhwjWLDho+MoGb5sGxk1qZfeG9wA3apHzHlQAAHOUGRi8X5zzpiZ5k4z9AZTr8DDqpkx1uLM2kRsqetuGTmqiPI/ecYnBXO6i4Cu/ycEAIGi8tIbUfbIUVYDbZYbtBFL6BLpygQYXM1Rmqphg0fwVljdcdpXFQeezxyt573aN+SFxzOXWAdE1Y88uJ9pEuE+7+ZtGj0UoXITtylNcVUDMxy1Ch3Fo+9UukVcr5kAyzAO0x5hcOJY4Y2FZGXBiuWvk+0ACugxqcULrDDaa8ZGOHjdyZ/3mLZsvhxKN91FRMgIjQonQHU859c8B8v2y5FR2U+aXpmO+GQb/StFA41ZswNJ9RgMbHkGn+NFiYE9RBHQJahLlqaENXQkLeD6ajav2HTpw4e6IMucmk5qdJVfJywQsza++f+XVSeyRmRdk8L5tGFTaHpEty4fLpXIqKt1v46lcYQq3t7tL9dAGl86Z+/I/VR0SxDkfRn0lx75ZeW0UZr7z851EptpmHv17uhf7l/zDLJR63WXALDX+MRW0hXctNi5X/6ZOLI4n+KunbX14Ewx7e+uh+UsIEwU9ZmlJvGT4JItrKXZWKSr0ytp8n+gmmYFibGVusMqnxELyv+w6sqf9OAOOWW4rQh7IpKu9JQxeuLJInoE1q7DfKYlKdxadzF6cdBjfymXGmi/IPZ0ldKxZFagaO4AftZAzLgqelo9QsPN3UhmtpRymbNzVAp50yUSdQJunynWfKIdrh1ZKNR5IGvvJ8LKbN9C6USUeeol4oYE2QwcZJ23Gbo+MO6Qq0yyPqgWjdH8p/258zZL877nLPmcJlNN2jqvNSNi7liY3k91urQOfxbREp3Lnze0LbS3gZCanjPPyahJkSDl7+bXYp3relBcKoOXbw1QHVS80GrEUp4zkoHQt29JawOwJQ2OZNyWfXh66tVfp+oMVHC0qin+yBElV1VhU4zv4dqVFT7iLN2mUBjpU4FswG4TY1xIAx8ZB+vJfM72qalycREpLrTU/1hXid9QHcXAmJlzSsEMTb2fvyBDk23PGc1iQzIcjIdNQIDy80ed11rkmm4sqU1Xxi7VE6GTDIPJVzhWWsVqGg5ta1wjoQIYeCrZ+4i0wwLr6+VvBzXhh53UMiAEvz5LcY88h6EPJ7ex0T4gBajjSrT+i9j2UW0PW+GPVrfbZyZ3wAZ5P92VwvPvB0fw4FR+kDsi00kyzYc45rVIDhxLZUm4wHXMIe1GpAME1aeTmQBkW9EWJ8Q4WzbW/dbpBHdKBH5xVcutiH5NZ1TxVL5yvAuYqqU6aJYYaOT6SoMUji1SbuceYGNzDHAHfLVNk3O2PGrv0FR1fgDF+tQMh7+21kcjVkLZwYQorpVMe0k70PgBw3aFhamjtsRNtgseext3xNkuAkDnD+haaBv6y6jOJWRvA+074zQVUlmDgopNze6/0ksFe7SmdjEc7YJTyKgpSNyKUSomuC5OZ+zT/9Wez8w2eiJRDZxDzPpBYih7Z96JjyYDSN8SeCv0otqfFFDzOgpFyrNCu8tZtak9ivz2+DFhmrdjpjsU/cvDezrTC7zlwyVvQaqpqM4QaxtsqNi1cjwZjTTXHJPYMkmgRk7UOHse3LZvdpQNyoWg70h8W99+osA7U4wk46tWgZKdT5r9PsfAlgC5wfuu2xetk5p/CL6lMlyDLeN/S+XZN8j52NLYwsu/AVkkJ5qkiOTGvGbrBKKxyZvtvHxL975ZofCu1WNBhljISM+MEymQLp3ixoGRGkqFY/ssZdwb6WNWZL+WPgTy8AlDu8ufY44Gg8RY5aGH8KayO+UkH4iAqOAcj6u1qYMLtuuNWCVCHWGXwj67njN0z9e1ArF3KxfTmgdchew0svMyr4Osx4LhxNo2j77JMnkAd0VKL9kLCnMmW7tQ/83+xAukL4jTRfE2bjVkG2DtS+DzpCukf4ovNDWmSXzGURgYW+JPwxS9eZ6rFfN7hQx/9LyseY0j/BDm4b8UvTXwFlkac2EY9P/OKgxjkyHi660ZO33DFN2XjEFeJW0jTzEfn/iDnTULj9w+74KOHXlDJ7Fq/Jdkn1U0IgFbXBZoW6LRDd7bfCC9sEy6w5kniUFgZre/7oPShtgIysR1QMoPIa6Y8XP+L0xL/sVJJaE12WVdyO6Ures8fCPBZBbOR71DYW9c69X8RbzOMPPLg5Bx6L8Jc8ngheyLV+lg+sEoDiis46s8WjjMYoHwsJuZP+WQ2kfpylF6ip1S2Py1qHE2NX3HggtyV0TeCbrCIV4cKZlGPnPs9U7vevmH4Ar3HCtOf3lJ8eP3uuTOuSKbkw52h5km41VfDUYQN+kT2qHkWibEX+bsAhX4fpVVPkmHlEJlzBbRnFyep7DrKV7AjJIYD+rN+PtWi1b2fNgzlKE8a420yn9QHNfXUAaR6hbZPxCk//yUpbow/sIU45174p7UbnV29HWvuYKI72kEQ60+2TKEzrvkz4IJiqMzjuQ4Men5W6ejwK3e9EOf+YaCDxqTwHWn5P9lG8o//qyITBUvJFIs8/j4xC0tYpyOa1vT0138LcRVJhjsbExCOAU4IjpNQrsjkDj8zNbjeyuzJk+nApvsvpEA/U0FCDZVC0TobWniQbPaEy8eldJFn/UDFw2gNvOR7KuZoak0abTb4532d1/euC/rDvxPDtuG+hsdGtaJu0V95fuzYFd+JUHQrfIHFbMac/gPeAnprIP2J4+G3UnstKhaMggeFh1iN04wtPc2DnccX5lB7X/FupJmS9iuX7szbChJadVSE6pNvnfkHMDocOB61XEt23hBMfAD8FCC6LJo7LkV6c0m26TwlLNMEKRdlkPC4lWigGkec2hMnX5KNTdDidoYNmv6gAr87LstHw7b0Ku7MkPphTyAHMfJlvpLmwOZ4IZl0Rqx6CME/y9jCydUYjrfMoEtBQ5+/0wwWo0q4qErBHAH9Ym2Mt/XjsOuxVL5HoARGFh/teb7BebjHfMf8JW1nILZaX+klqkY3peEyLTefX1YyeEq1IQ7NzrNgkk5kAjlT1eWNlv1topZj/sMrWeE++M3fn/Qe36jcVo1oKNSKhgd9pizBEg44O53W74046aihp0blNjCtL4IqHoUVhvaqEgtHnPYtr23IjwQ6/gIpP9foAsb+uUiOwy4NJVuQ4R/8um0Fo79GJFcVTuWsdRcp2fpM/keC+f574bDjqWEvRb+i7jxiwoFol2vZ+nUzgxvIbzK81Uj6/jMwZ8WFukUMQJ2vri1cfd9IIbmvpxl1G/qf5qyLwdw1UreJqDqCZM5YjfRreXKzH/zE24+EPFFEz4/pu+h9gMfFPs0VaF9zIILM8COJNYbez0jt14BFwUlvq0n4E0QN0U+LB534/ZPe3beOL5rdR4n5KfkbeaziztrKhDWlEmvtaOgPHRo77qme1JolPjkPXYxispUi8wV589E/YI53AaawEjN+CTVs5LnoMznxtP+ywcbAdINE5AKfdLupigTe/Igz2czo1+77B6fuVFgATM2+i0u/XqWUEE2gkLc+XRqfkuskrDNbyC0nzqs9lZ6Z5MyolS3BF/fUDA9kr01hzyGp9Z9zUkQcfruJjlfI5FoaTQr2gD4R2Gl07H7vdl6jg2D+HO0WoB/ceIKgKtbNuJ6+pjAk5pQzyWNo1CQqeyg5ChsVp9/XOmkQnD8On/+kg6uz2uxw+ghYrb2dTUCNYoXaMQsic6wWfalitq4Zy2sj8Opk/sDVz2T/p55XZvrWlKZ2OGpiLHuII+mIbunT2gRXYSHP6kn+NJunAJvjsIWYi9rpIfTtm7Jh7uToBBUHCQMIEAAAKOQZ/tRRUsL/8AgvnOMfJ/4LnaieJtnM/3yJ3qevNznvybhRxLyemf6AklwDv7zBtD90hIXEEhmAIrYfBzdyg2P1G6+5Oz9Otdhwmfd9q8e2nXuSC9EMa45QAFxH7dCCMeJa31Ow2J53BSChkrG7JrFEU2BlfjolNjnSA2OlspmjsrBNtQl+WbTVe9LvbxFwCsrAFlDHwpltnEN7P1ToLl8w+0asis+454WYlOt+ikE8SPvgouTVU8VttHlCFQJ4+70HePRDpHdqtWuXdPIiMOiiLl1H94n4x/lkRaaXoUbMhYjb5cV5GZT+0/n47UvjiI1Y1hly+BBddP1w9NNGP2ptIeDEiVU6i57HIeSQptFB6KSpGibjf6p+zqRz8IBFJJEWXSSb5Tva6j2zkQmZVa9IJn03euLDoMhUO+L6UPpIXPTvdkQAt6tlcxvp7Rbpsf/uEDcTymZjaS0WpZ1teudWjgxGqY4bR/YDLyKTuydol4AMbbGUnerfVQIWuryslXcsGtTnHp/bJfbeGFDvcoYNJX4Eb+VaVJwLPV+GhKWU28j4ncsWf/w17yqOYPbln78UwzcNdhvOMhNcdXWhDR6q4DWGdrXyMMnXysNfOO3UNJk7BQBPn2nrSHRCnp3urosHYhyZAjsGgcrA5r8/zZva11a0TRuGjqgiyKSJoiRxxIzvJNuVSlrSb8OsP1lgZNrU34YFNtRICBly4+i5U5kJEe26YmUajjGFRwe4TJx4HTpI5p4mWwPWN/Ggf4CSgcpX07NlnJfPWgMgIRhL09Uof+C074tbyxu6ps/DEPy9kg7lsfcnrmEywrmn5nzGEXA+k4/Cf9Jv1dFtpjvS8Mr7ptdwZ3QIENOT8UTH9xAAABYgGeDmpCvwC12AdeNxMA6uBzlM6CDs5o3o4O0nGjUKutvIInQHNG5jaz7jaITS0/bOAEac35lq99DG6uy7cR35cRivYGybXel+736VGTLnfMALu+AA/jlXH4ENUaYeicYNP0Yo0PTjh3wKp3twUZhVL2uViUkgyupKTw+8Q/QYC3opyiua1ypKV7MFcZEqv748H2vLfJsd/Pm85uJihvBQhxo4mmpAUgaUX9Cx2WmcQV+rkLAo9aaNKLLTtKni+wlGk78BznJVnf325T2/+yW0NSfnK9/pydoll3H8yJNTJdTht3w5SonVu/3whlzT9ZQnEkeYeoOxcpq0jJ8ZsPTX6j8oBHBB1jxwYs4oACxwWbSOIALpO6D/3m2ZxfaBmiKBJ9zrskf+ZUACwgqUsXCVazlohd5PTTBY9HgJhdcW1rMEcStEUI7SwdawA/XA8Y+h1TbejCNxjDGz6i+AEHnHLxqQAADThBmhNJqEFsmUwIb//+p4QA1seHQB8L/zvc0TNAH5VTkgoqja3Ptip6wYmiyI1gHcmeSu1ekbc7Me7Dr3tsZMyFwUDyrnMM6J27CaKL43ssHxqEIY5QA2SYq9N3sP/RGGpZ256VVVSJL2+bFuvTEcZzj/NaBr/VaW6EiiL1wxva6wF1ouXmYZ+wa5f7VOYSNO5amwM1nmzKMmk4PCTLwlEXEAsKTPjhOX/1UK5fXm6BEUGFWnvW5OM5AEQsDpLUdXyeFIwu9dBk7Bkfm+9/SGhOv4t/mmdj0ZBhBJ9mP4WN8CWvaLjY76cOkekg9eHyl2D2gHC6xjveozcYz2dmwScYp9ZQMgFhC8rrNobVM+PqXheWyWyW+/6o7h2BgnxKbH6EuW4z7C094NY6axeMdaFJ0rgnwgcNhuU6LMKOSIgujvs1bqMITdYdlh4Sr2kQXN+ITfW30/9SFidR7nz0lCixxshQ+ueADDwSVmTgfgQRo6SLhQzeMlyjfs2d5NUIcuCbOnI5YMKL7xq2yVyCoPe0F97ZCHRW7K3QURfl950TsAXIpx1Yn0UzlZBEXkgDRd4P9qujj3wXoZL4DjDBhUMyYc3W73q3bbeGc9XF7vRZo2c5qqARPjh0ki2IbdfULjit0+xbPfVnDqrgjS6JutgQvwkfG+ULCL5QxI0C/B1rVqh54JKGwHMz/wNaSs3yW9GClKrPJXjY5Be0tvtYMz+R0cFrUVnzCGCUVy+UOVt912QlEkC0KNFgWb47KkAjvtBna3pr/WoDXf/7CFKXtdguFyZvQ/aHMSU5Yp5j7kcN/aX8Du+u+ESE/ZMqEwUY6//8RjvWvGO0v6k4Gy7PdwPSPx1sbAqqdIeHeOE4dgg32Rn658ZmE5gaDmfXOSTKysasdMbsyPBK2hBbv5WwPsFLmrwZcsEI+jo3hjaBBS5AMbhi/M2xaNdeVPTuCBaneHWamQHpnoF+AGToyJ6wwHRUzBbynBdWnWaFS/YmF5hSQ/C0JZtV6cE4eeAOiWBojVbmgSf6X2+Dn0wMpTZeOpJWZcFrjdb0Exs24PZBONecICHl32ZxZ4pCjVcDH9uG084yJiJCufYYF2rZUqE/JTR2ayrSQNRSYhGkhNNIjgEo2KI+lLuL3Nab9VwqzRlqPXIPCyHvCjrFKKG/leV09g4dgIhdMdJuR07pKW9JI7x12lcqTKvQbNSXk8Mt/zuttiNOGDnYdOKD8uhGjoSHjGHYU87cuJIvFlnvYlxWN+EqIrQXaNCXgL4Na6EHf3ynvxxkBGyGrCG9zgDZP0l8UFhYEJXKFCrl57bw/OhNvkAVWA2FBxNjSgRRenhHtj/K+xdn3akHaYgIC2iYIkakIOgKMf7qv/Oe6gLhWZPsyliUOIXHYYKLjGLl9RBDDGxXSm8ltG7oby8shO6a+qM7UDz6yHVFUtD6rpR5Avl0QWxt7Tz1XIylaYRG6H8LmDjbZNzML4jE0mxPrsceZMVVMtUKSZcEzjFKSzSTo9W8Z6Q1LR9s64KHCIXzDDA+geEtHKP/ExwnkvAzNqH20TfKY36vicjF6bi+A0Qngzl669ZEDOnn4AB/nyAQFumUfwcsNcIHKWCzHGtdUfRsydv0KHa526ukw4LC/gfXjN1Ufm5fl0PR0QnJSkwEpdSt4ZChTSGpbmXDNdO5Y7k8I5LRKlBQaOt2p6kbofvoWzYDtF4OtV3DYwY+PYrJsTYKXLhAyRxq9bPdMEyIDKAdPYUN+wxB33ndaUPCzJWDlHXySUA7raas1cDXfiYpvI9ySthAKRvivDItW30QwbUBIaHkrO5ia/P3I67I2vMMK3af3WzemNMUwwndnD8NXvq8IGWgv6ALLdR40/W/hEkdnKOo7s5h2eU9yNQKj/CLC6Na5vY6uwb5MPPhL7BmDshWDxXghrzlgBgWJ+U25/pu58vP5lSHsyRusWzC3fk1uCizQ0O98doT2HzxJQ/j+quxOW3kPLbX+RNMxZxYH/q1LLfcWxt9A3ey9R6m//4xvqxR3HmBzXx7cIpwJUwGlr5BW4p4SlvgqrYGrmzPh8ILFfKZtPGKTMrMZBSODm4wW7sO7R7PA/g8R3qzj7HwZPAIHVcsLt0EbEPP1VX4gD1ilQxg9NSpumFTaQWT+b50IyW5a5CnTa6z+9JrLqcNDmVkEXQAQLTr09IT9s104uGJY1owe9VopkDKFj+yxoud9yv5/w1kMIANgcBn2XVrCluAsbhCZk5S2t3RnmfNeNdbAp6DqhTqgk4ExD+l382pD0ZZGUeQuonNVPZU1BXuTYgRLKfj8g5E4BooLhbOSFPn3Ybt6ddA0rCGkzavzkjyoW3he2PZwocLZFdZyi3EgPGi0OM+rQHWrP0boUCLyMPB2QlrkM6wBnKHVYh56LbH3xg+5modFC6nupjSnC9b9gKCrHHa9RlBHuHCTswxB5XM9RH+Ut0p4GjDaXlova6vBaazy+4OQc4RBrraCSx/GSwx1HLY0ew1RsQzSfn8mDXfTtO+SBl3DabufbzpNfdEmfa555aGHtgVCMDWhEDDpgrCvMLyJPYwd/9VLgD4VP6UIVhbf4FDXpR7vWJ0KMd17Cheur4rT7+e2Rk2JGSnnn7nfcCmcZJN1mp8Bzp2SBwWKqgi9Bif9E9y95sk+oqGvS9Pre7lFofbRykD/5f9IQncYcaolMprx1P0Suj/n1+OTn0DuUd+syeJX7FKeMZmIUKcD9HcIBefY5XqcB79vNuieOnLA0Z8fD+sF9QCZARgJ6txE6LcWlOELwb4efEwBqr8AB68Q16v9Pes6lyJrWCgZ2y+JpjIvXKaa4S54H2ivrx5awPG86lMvA9QKkn5pQ9nBHwOew6x5r0t+rjCyfMfeMcPywcVi9JCYmEPDWBZRgG2bix09oIAtyJF6G9J3ZmUEIsHmEEh8lGogVWLF/GWlcDxH5TU2h4TJuriY8uz/pCTI1ASkxjSWJJvSgtj4Avm9CkdUvVwsK8ZrQ8mTNCppM9WUVfEf4ptkjEScKn/E9br5dPyfCJH6ZU8XKAgaanDQSOrlrDU0QNpLs/V4us67s2jhufQH48ctWHlH05HOWh1VQFJ0ob11Qk9p+EnV3pZ8QrYcLiQ/hZR48iTuxplUCYTE2kyvoM2VGAEmI0evydW90EYYCxuCijfTKTvW6aczdGqOPbuVyHXzOe6ETe0dC7rGOT8IAgrJWuljuayaxKwmZM2KEEafm6SZShTTIRDdwvY5AdWQdYdfGE8kddDtiDnUUUpVruLkeBl7ZMh1cEAjr+ClFkcVnY8hMwKDtkUIxFazcl2FvnXXM+/fXUEkjZZ6Zw/BrUmA1toEUHMpU2cbRjBBgMQ/b+pScoOKjDFnFLBRFWFSIZhFFpqoOPlBKGVHYoXE7VOsXKxI4zuFMMz//GygKEaL2fEuWaz39KQ8LIRUcBAlWisKhW/MsFKq0jEmMjM9ZZjrLuPZZVn5ANB3Gv2bJaARSt0AH8/qCuvWIbfuATohSYd8cQEbHh0Ctk898ZltD5Vgcs4lyFg5wLDF684Lfxx3/ofjqUN1R5PFuOp+cLAaZIKtBnG8pqPSPvhJH8bpUuGej4u2spmR0FuckmrV8L/33XMVdD1eT/BfRJq1zo1M7OFHRaE4JFDlB3VEnSfu1ND/eimk3119RL861xcX6Ea7BL6gE1dMSTksFrurkfjPtQU7xxaR4/zgWxJI+GTwGrOo+GVN6vVFRtj3vwS76TrmC5SnSbdmN5pl7kYioykPHAEnuLBn7G0zueIChqM9k/61aA3mGBr+///qjHGSa09aY8Eau+sfruV1806WAQmifoua25xjSbI5hm3xOrUin7E0ybBqIBqTnN4Kro9KteoxEcIDY+kZ2XUU8qAAupzCMxc/I+EGmDJKvMk/nmgWskjifl+ScgTSCVVIIKyRWnqd2269QiLNZK0N+f1vLdNZMGf8+wzrTo0INe0B6BQTyJKjkGg4yUVJo0CjF1BbrjR/zoix3Ola4CixtG3zsQjT8Ek6Sv+VoE7T9k40yAkYSP361f6vYaOi64qxwtrfsTMbht/OiUVWqxi2J3Gl6x5820pJnyNOjR0GxxK3040iSiCNpgaHGh8HesbrR4SRFeUydHgRKSpiI4t0mtjjze2zgN/LZXkYPPzSmrNNscB6qFPOFKAQsCoWj4W+OqakV2IWk7fWYggBfbpA3xqlHKaxQX4bPPgWbX06duc+9IPiBQTbVfoA/1FO/WBe1rU9Iuc8jvC8MxCSNONV87+QjnoPczCNbFJGfQTzS8JPjKXx3kguTV4QxMseznMNUhj+LTZn6+IWFwntl+WpGtXzcOm4X+KUtJVYLf5DHOYdrlCVVqtp1k4GJ3/l7I972pR4XpPFDDW1lv79EUSGM039ggXXYhSEFfDqrWq19d2Goj/0Jtr82x5aI39t137fDDQotucp0bPfB8C4q27yNzN+aRGQjBhbeilLN7X79E925+5lvUch1Xw9KTHiUHRPxydZgAeGpdhDVAAAAQiQZ4xRRUsM/8AYhhzGHdxo7IYf4ZQYaXAHeiTqYUhTxSVi0Cw5BEAfjxLFmGff790Em1we+RFmhZts78lvg9hOwUVlACWWR8uJSkO3u21h1OElemzMpFvdiJmtjaEgv59d5mSGCxXLBbgZIAnVyBbLhyeDHyYI/Cgr5p6Izi3qf8BtpzlOU3gtEegjhQCAvTAbhEAdXdv2QfKIWCcuzzJfXxmA2R8N4rPTYQgTxx3Ei/dWC/U93SE6DQCidzg+de2+SHwgHGg8YEPuwWD5fOcIqga0ch/4uOEG2f+Wle+j3I3vk/R5Kg+6mI16rHrnmu8oIvsZXhGHUs7Pz3jCSmWBvArfFdVySfizQbrtNOJ6X2uQoU4tUAFFvTgrQp8J3gkCtUe3E9E/FhnF9plpi1VHZXvhF8G7/jWU8WcKiCZGcpejQpgaXUKUfzkY7P2YNb6vYQQRQaL/pBZ/DBLssaC2lObm0Y0/4sc/bS6Zw1MqQDg6WvApTq/VR0wXXITH9GcWvZa3LEtIBFKgj/p2awK0YbTg1ETasurDLSKvY2eicBErKjYdzzhnXwkPZd1QD6luJa+NkB32M5xjejrZ2DQyVr9/famumJs8HFrWhZzT8Ig7X//7I5g1MCLgjWM/PGAwvn+ECAI5gvx2sWKyndCfwiEX0dfJ3dpHVTl1m4kC7DW+zxJ0haqEYyehSn0gXtpA4ds2NlmB34HCAoWYBWbS31vsSWJ8CECXMAlN7vzXo5CQj22OTeloxImj3D0PkjdeKTYLQBtbKVULhAQw0oBYmoTezX3hKufBomwpQ8LGeSc3zpYFFbhJrCoM4s1e5TQ9tBG+yiUoTSFIl4cyVCRIagjylIvre+kZwddMfwPiIsljCbYJWMmiHlLtcReNNXYL9+OBQyi0dD6/L/d9jL8DC2NaT5Dm4PmIjtRKKRdPkwLiN6a6X0u46LD0oMiKvFwrFUacbrkOUdWc2W8JaHAtdvyMuEILaF+Js0JFHkTWB8lwCEStEK7t21/2NTkXu4T+kFU+GAFgZeh9tISlU85o+GaR/yE1rP1coylPjH99FOEHgTYCiEtr7ynqKQIiDApeY8YIXACYMAcvWHeE5wo9NV0wBIUbGQ44vfcnSUDNipsuCJAAlDrji5NanePrOFbCO0P546eYK2F1EWEEwxTo9K4t8djfZdnVf73BA+CJkcX8dbR24/Pv8fEXubCcPfTKpj5AovGVLIgb3FYjjQjd4HIysJwNhOGsfpEsoYRXaU/FvrV9/qlAJdwl2yx2TPMdc9G/ahcMkN/YHrNiIgsrACwwatoyqfLwldspoBXzqY/UR8hwbnaXn0VJTXxclJs4z6dYad6zIRq5nA21/l9g/aVDsqw7/VWgDzff4bgkobjCdZyIYfv1cKioMyiTAyRs+AAAAF9AZ5QdEK/ALWmJVpVPgLBOSMH7TmkDFnQ8+VJMtlvLxvh0eCgW8bdNqQ4WY1PUDqSA97dQaP9rkHzXhc22f+6pGXdEiNwVuDWMDPEJxgAOIOFGZr05kzZXlNhaIsT5VeNX++aYS5wwHGGkRqCTQE+OPCRdShzmlVwlVFPt741X6ioWD2TXuHM7voeA7+ecYkmGpLUfHggWhMlKO8U4PXxqX+e79WHc1kKBMSks0XMTjeBnSHRdzGBbpg44xIIjNbYUhgw29oeAIQD96U7uOPXyEPrcSARa4jPhe6469OsoYTxBfEVyQRdvkQwr0DWJed3MI34xv1d+Nk7kk54bryGQUWlK5gP/rI3S4ItpLB5ma28DS40L8tx+kYG01lQpc+GXcX+lYSsB5R76IWWhSBZkE/xbTrJCa6ajTjvZR3S3z2wUoMC/R+YOn0YgHfoILKZoZ6vxiMKSh9Zut1G4cibuswMdya8kSEkrVEI6YuKIfuQJUaTLQh1chfOsiUlAAABOQGeUmpCvwC12AB13yr5GROY/yZ4MJhn36xT543QU+SqIlLxJlAr1j/8zPJsM1QEUJjGrskwgTzNiwc7M5Nx/dNTB4MsSesPurQ5aA989AkfgiUjwJ+RPHGAIjLtyQEH0uhcsmW6E8R93wr8ohGOBp646XydmkbzApX1sVYIiUxErp/Z8FEPw9o4/HDSARq6bKGBax2PiVv+/JKy4j8SBRf9jC0UCxSyCfOeNoOF7yEA/90Hry2teYwPPr7MkRHqLWBUkknn+Dyee8nuJl9P3vQLkp75K3nJlCEW2J1IY6cC8sKs+3Szl1p284NXBq+UhjC1Fcwyr7FYZy4ObgBI5QgPPFuiRIHIo+y9Ah15QPA8a3Cld0uRQK3KJzs6HFnyqt2sy04mMcdMj8CCcEMGtmcj1khBHMfH1xwAAAngQZpVSahBbJlMFEwz//6eEAHETkZeAYJpMr5dk8W/wX1BF2/Gg/SXrt3rtWKs8EJVWaFfrJ8YMez4aFOOWgVRbVzMdENjjMuDAp5Ytcldpe///UmPvPWXkm33opc4vF9yNwvilY8Om8eQNlACZRqom4OyNt97Nds3uQVOKPLEtT8fvD1MXEYU4m7i+qGzCvqUz3a8maAdL2ZvVGJaqG6UTm7NZ9PMs9fKDFHzvwK/bN34sSStVDW+Kr0cwDyANLVzdq/uSg+BA1aJhJoP8ZR9BzLtrx92JrECw2MwPt/dmH9po67o5uVVHIiNw6DLAIDTTFRC3XTvvdANZqxUZcaCbJqfZIByn6P0UCX2n+qFsThJsVZ6f8IH6WNJTTwfrHRFQJudP1f8TIVVcEn/QjifuxzoAGnDMHr3fqqOW3xyzIsJ5YwhaFQT96JhBVVI6e05I3w6XTly+RFfoChGND0Tfhw/dPLdmHtC0ro4NEyJur4+0hbBZ0kliqRl03MfAAp2MOcW1dvXLZA/nwi5QZG1/LNfOzsNvmMvbVyp0JeFNw/tZNl//NrIH1Sbop72hXc3lawhRnpzoYptIX40lgE4W1jpDLJVHocHuqXGk+sSsjQE3Bp4yKhWOw7nouNUw7AL6MTiuK1cCdQRBBiyfB6tRBPjmTTGsKy5VqwoXTe5xyG3adsEODXsLeP8QLMY6XUVfVQ/x2Ax4BTIdYeEGYLCcAWAx8I57Zp2BkMdAg7gAEIq+DJtvvP7EyOyhGdPfR74ULf+OxDF7Wtdr+MJC31+DmgKDtwEqro9jXqE8tm14dFAJMmImBRm+Q4fyFqS8kAFVZq6U7K8zGP6uwbZ3JT80Me8U2QYjjEzfxHy1OvHmmXE1Y93ffE+VJvym1qIoTlTmO5En0J0EC3euNnGMF+4Zyy3ctkPFWIoeC4Z3VE8/nVJkd6it4VI+ubf139Y2WkD/rZLrZWXr5XVsoNrk5poBeF+eMEZGYzkT6LfhkHM5Bd5eknB0LnqtIpvWi9VE4XNcpmhphnbTmnzge75NKsf9ZlN/Uq9ITb7qrur64ISlA9DqmJ2RXz5VRzGFpGyRZOkbMQ/7WGTB1JzGWdtj7CeVOO/YmmAuoIm+rK0QEmdWvziKreU9km6qoSXzk8OvUNrmRpaYnWMcnpIRZDr83Ztiz+x4ErwjEmbIcMcQRdKxKjutsAQrBP9xtbNzSgbrNj6+hOUOz31bqwiszRDb+IB5w2z6sFHO1xgFky4QZo7l3vP47kX2ItzjcM9NXUlh+dGqy4/qrit+G9pskek9S2Bvdpumz3IuSs3maq2G6xn1Ud8x9dbEG4B5SvF+P+lx2d9BSYcziLlglp6F7/2FiucyUFKPKH9GOwsUD61X33KMeHI4ClX4nKDja7QkVZQVjAwLbzbA9UFA8BEC1eyXxi0/a9DWg0L8l5Kc+vXaQPFUIDc5cFcAVDDsD08ujnn87WC3oiFnTsi6VKG7xusLbQ7i4iQg8QAWrHpoXOnhHB6m/ACr2441fWmxwXPknZ63auY/+i2UR/lOsdkzrk+VPGsREF8TkIdV7Nm3ttgQj5nMV1g2C6V1r2IxgARIprhMYNJOTrVivGNS6/XakdYG4AduhjhqkavQmrOPx1riDWr/i7oKcPzv4mQ12NnYxY83FiVkmf4EygJsi4LPziiDBQ4WR9ZQMCNVdX4P6n0g1i6esFiYipDszpc3CaSxNwTW6UKQkWHcSmRm3uhp6AisEFUCG8zNyjBHfPds7eBl5wszwtv6nfFyCravjv0ZICbmX6/ySYSBdv+DlcjoYje5mzf7zeBqhs3goLWm2epJtGkCqmFgNKaeWfjj+nQZY/stZkxVF94sLNAAAMh/EsiadYPms0/6b+A0CDq9Z6FfDEc7Z02Ryv2gfVm5u5BqaOClVFt5H4+hSLjXY7c5LaMr/3RdhfB0ZzozpCvl8AoyhADYzQgB9yLqdBcdtC9zd04sXcbbw8kQJyDCfSL1j/77xLfXiCjWUS2dwkp57tkYcsjPFhcD/YSSxd+YXtUq8d1/cTiyLMaosiFOlZDXv3bLbsMdNunjElPbdEspv/xg4pljdZDZZIjh9qVn9kY9PVSMsitIg3K2cpvcE3lAn8XfSu3zMItFAdV3PJALHSmTT1+DNXDZaOeku67Dyz+uTjSKB/+R7MVwIFbrFDSPDd6bgKdcMlIy97bHCMYHTEUhCGN137IB/+zAHjOI0CWjpfxxeE3UGZHxlNGZzODoBi73fe9MkoipKXU5xM1ICyUY9PTP5BO9Iz96snsJ/hPR7d3dSZEwDcg0t2KD39kybxX7jUHeufMYZVpMOXeRlmUPA170kNdS1NZbIylxaSd+tdp2MUMYC7KllGD697c0w0GnQJ2MYp2rySbA61EJGlahLEEhdP6fayTuVx/e6yGUCILJsZ/ORNdjLWD301wuJp1BMUyDR1IyQq0tpy0I9/LBlbBoC77sxHvaKnKgnnhbjm/jGdsJcJ3Iq4Fsvpq4CKBgxYzbCXpTubQGEZXrL0ze3qqgJiE7K6La5PprxntHqgmVN72TDQpMW9Kf2k1LD7oXNBHBAxlN33O8dta/usbCOs0DIEZZsW4ZZTpFWkkVWj8jhwlaAQ8u4uDw3QxA1IZeOLlI/sWP1+EwXm8qMgfSAcdZ6MoHoE7okehSNkkBs5ZzyrIWQhs37iEIT/7GjvqnO9ch3lT0xHYjzwRbco7k6ofOmQUdBOvJEv7T70CPTP8RPlN11/nz24i9sR421z5anBw7sxxztHLn4QJ/VqlzU0pUxSr7bpuNVea0gNa/BL3U5UiY93js6mDQIbUeuOwjWjABIX6k4QW56tK5pcYRQOF5D43wmJ9BGcar7JastpHkgAnV8kbsB72pTEBj3+v0AncqvBB3TYuPBzKDWZncV8OdXQMTOlSgUCaKJ4p4oyZw7v/kUwxXhgiaGVOPscGyeyLZMRjxnaNFW7BLEod59zrAycgby3IHpvJp0nB67l5Zh9P+U9CQA4qVzLw8RU7qMbsZ0wNiatUU79iOv99HfWZdAHsETTiO0OImYUXRQTYFh08dm31wrBpSsrD1jo5eAPkUdWygA6QbTD5Mx957jdFyy+Lo/kvzx6SkJWEw5ccfz/7bQ5VRPOpKJl3Vr5zJnnm7leto9nE+FAD920QWHSFdkDIMlBSfuQGHus5sfZrVkzK+VjgWlHC54Fbk4SSPoblDxgShi8aDT0mU0s7Z6VcGUiEP0kFw9IINfu4ruj+yjSdiE2kIrSRpArLwaDDoDHFXyOrPGYjkjGK/4ImdlpzkNfY2+QX03vkkcoqkb/+onfTOliKl9rVUtey3KLDzy+YvYSvpdculr8ahrSYk/VMJgYAAAEHAZ50akK/ALXyZ6rcyTGxLJcRTvQaf0W9FUopryVYvBSdxhHqn00IV4HRr1ezCMCsybpVOALQyf1KQ1hC3HdaojC5F5bt2uCgWzcNU8angIuleYwvuH1pJ+kUvQBBpsmXV4lHWUPOtnlu5sHAI4cLEIthr4I33Tp1B95vYH0tMuaL8SM8qDApWYY+ssd6wdOOaz3jt+BJh36YmtSaaeoAtTZn134tjCOMGGR3kaxt/7tcMlihDKjFqaw0oQHBNkGZMwztUjIyfOJtvvR3YS0I+TFQAVRJ292D+9VSQBBo5Xul+Ls5XiUpZQ5+E/X1MRcoOBq0KvKeyc3HglKEVM7QD8IPdFk7ZUEAAAvWQZp5SeEKUmUwId/+qZYAOknGBfXvsyFoAu5cw2ne8Sa3gvg2RkxN996FkIQqnjlekzIbhPQqQMp0jhLCDjc/PLFVI/yDfoMEhzTHQuiRHCqCeptUVdq+whQ34knTwGBzqrhF103neOw2UbeJTUvkfEjBgOJk5KUkrCpxvZnr+z9rYqr1uJzmIpJfIdYzmTVg09unWgfxWCOYJf8+X+aEUT+rmHRmmjDP11LClsAMMVlsxfqTn2dFzgrckrJpdPllD47zwKravedLpE3NJE17KYruN2BOzzIBRvntAny2bkvnvng+SRVg4O71Hz7Fsp+2ferWrJaNfd78B7B3n43Bi83aBXoPW5okZzaALDMEE9BHEmegR0h/EQKtHZwVCx85Jnw/XXdlT1Mse9g3GOyowDYjiGjb6NKkuQHLvgCrKNzPq2VxbQj6kgjkniIViRyk2k2LtGdkQMocNx7M3pqPt9pYC2G5qy9vOIcjFYkEW5IfERAPvicv23QPz8XL15xnasUPKeBhQavr0Q6FSNZZdQX2epYwG5D4cmQ7Vnqqru4+jeXaJvWPwHGM+ch/V5geW6mmZ/jyMOabgF2D9jt8o+mk2zZrKZUnlFKE4+N+h9aBNwi9JYG+RAlX5iZwqsAKV6nlKOltfPy4Y04Axd7H+l0AUXeZ6VJqqoFkO7hOzJyDU39z7zCX2jA2cuTEZK1Gbf4UpDaKkNiTerSK5UZF2IG8MX0DNtoWmr3tPQl4QQXSxhhRwwxJs/grwxrekav5h0R79bgTGk7A8tHP8mykEliR33K/0o2vY9jJZEetriZ3dB1NkJdESWpo3VcEzMtcBW+tBt0pIn1dkmwua4NWqbZXalsjv8e3bzJFSVzC57WAKBPfNdn8i0IChOy6pl1f00KK9+SHQNHBHsMOPuZz5SMS0OhsMxqH5ohXtk1Mqi2yqEQ9dIKBn6v7azjtX/rF6sbrXcbtNfmmzDP6qn+s2LsRqim2NepgClUHSvdRJgHIdMCK0qg/Qn00GYKh8QdN3gPcByT0efUAsi0IBip7k4TjwnrE9BqsxUHQPV+Bv0n5xH+jeNXX+IlN2NGBHSELWWCJaXe1yVkD6MjqBNnFyaDRMg8+bXqVuDe9TD7/xXwYtMfOLQ2SKFyamoMXV3318tzVGIFHanHtHS9K0/I7cb15t/eHx0Fvw9HPf96Wnfn/RX5VISbugBm98tv05801GSfkML0EubQoaxAVVURrNI64TdJVPg+xPdryxDdkvt2YAlR+Y6oVjJdTUrHrAPuyq/gOvGKOASkArD+hYzAx/IdW7Q0hiwoFJ5rqjGiEvYxReA1cHPwJNC4lYFr0Zk7xv6ejvrrTm2ytwAxgJd8C+LDetpQCeEasw7SofXzbJojDnnPP79YqtjFuFyaWdb3FxP973Gy0tImLGvg/slSbvBYm+ofwruLzgscDYndtfof/R+PSBEEjj7d9F51KS6pKf3RLlQPe1IJtNdMNIAsYX6K3LIg8VlUX4NW4qDv4s2MFoaFkvYDsZaMJgjaIqu7VACGj3tkVRbdd74yFsDx1LXKa2F3g9/KJERoRLJKsRFK64H8S1MnvshOV/gKd3ip4XFaScYBhXz7P4Gjh+JAenRqCF/J1atWSx4r7FLoKTqWbMh7L05qtUO5t7Gf08FGDfpCx8PZK2+bjJt5Jw8Mo/QJ/v97JEGiyiQuUfIR+/Wd8abKggw1hIGtOjH7jbn1fpnSd9coLdTZPw3A594xKNKy0URfIP4XpmE5/SeMtjnypcEqvVOVz0EE3JbTulm05FJG1K8FNBjGT5Tv6U/i2FYkeEg6F8xbsmh3rkWX3uqJD30qQwHedKr/IBL5Car8Vctdl4ZABSilatrMlrNf33w5sEegLXw8XiBADT/Y3hL59VvtULwsoSUWLKbMU3Yb5AFOU7PVVR4muPmEzNDl0OUCoGVwoUXPuyohoYL54JdXfVJxbRIK0Fg10gGCm45syxNmMck1G/oHUDvvVtmQGPwx46AaPxr34++LQy/aauiSlLmXPi3cQJjWDoqC3Su4sE3LaWTd09uN2RQ/QNEg2tVEF7h3oexzGJCqr3EL19pSx4RsQuHRm3XzRw92kPfzSsWJNUKNEpJMXn+uc/f//0YNCMymlCf1Qq6ri0BhH5zwkWCx3UJoNfMtP63Bbu0om4/sWBdKUFK7D+Bydp87x2yop629ui2f3jQltPNBIRe/JOhYWN6mRN5gDimYFN1/aQGGqXm49R17nhFzSZnb+XI0TNBCbJQrShucNf8Uez4RN6TD+wQ7D6VP9Tw5lErOIVHCWiu/S3fVlWLXjJJDW0dhbsSrbOgT/kMFq7RJzUdyneLYyiYPsX+Lhq3aVL37YBysfOX6U2SZQx9S+vhgwOrQOH2hRDM/mJQyNKdqgP5fTGikxPTl+4EmIVXmPFcYdYohna4CeJYnJM5OOXfiQlj/apxdNnWB+mNU0UoQ2K3yG40Kgt+zAucEkzfH7SSbIGKSszlfy03VJzbzbjAuEKPYn4M8GCoV1P6t0FHbNUBJeNFvQfFeRNvzon8eKAd9H7XP6p5QUF7H+FSuF12NTEUO7ZnYGB0+RL49FbJ0ky5swMp+R37ZyjKWBY38/z7C3laiooUev/iwPVAYjYMBimd1RST6tYqmwbG1sTw0Vnqdy5MyyG8/wW/U4C0v1gbuNc5z2/dgH8pfOEInbvwy4P+e6oi9JLPLPT0Aer2k2GTdYi7dJC/Hi7Yj7pCZQn4hYxffU21KIdy7h9ShrGsDTZCjImQ7Y9qIDqXYjMCdFKgDKhy0RxNXosG1EAZX6pBchJbhkcjOo0FnQppb2qehLcfKvemCKMdofT1dUBvQKfg76H80h399csv9ND+DlcM6XN/rroFupMKi3MpN6DDJXZJHcev2gAlJR7EPDhO/EdtDsw5nm2vFs5gBm+WNUXrxzaRqwpEQgEIRg4q4dYEBIWWj4JS2CMSEujyAPOP/CAFhj1tNZTwU+NvUnwJGgbnDKlbAiZ1LiJxpX5X2NLZ0Dde3Uj9fX9+xSo4Uiz6w5Wm9aM8vohEu5l8+l0LJiu+ksoE9zKNsKXM6xjosQZGWLg688T3bs/liFTuNIx3ZG/vUG5lowGMk/s7s8JduHxcdFyRlATTxBmplTzjItzqcEXcpn5x4k0427A6LegmEVovSHCiqXd1O0PxtOcDN+eRb9N/NsKAmHjHBeNvl3FjWJMm0eZO8w3fTufLAntSuGnRykYcmg+C+hUSSpv7PWAMPUwa05ndaxsfFnQdhKhPWBJgtDnnVph9eQU9M08Cx7zZR8LL+SrHDw4tY84n1TRq1eZwacn19hwzBihLD436TWNNimRe2tU9iUKpbwsuf9UddM8I7yM+knRXdOS7RqYkBNut2t8dbd+ayHyMGtw15dmWx4i9o7fM+Vvmn6OwrCefFQsq1HP4NmlcWSJPhNKzBmQvK3WT8sPaY+flPSv4773ZAgZYjDEp+onQOWsPj030Hq7y45IEhpy0cQ5DbVcSJBjfKIpQi+D0lOem9B21/3m45xElLNujkWdIUiTKYK2KYjaqstQnpeXNrB8U9YUyLqeHn2thuDPSAEuVkUYJQO0I0RzWPySQfUco1xa/9qY0evaIDMUaQF53LqdPMLBVCCpVYgwlYz1q08XhnRW3AgS8Wfdjd7w1ddDAaTPR+srAUEtwwBuRZfRS56dtdFrYMDsaow8CV7F1h0j/ajrqT8b0Rkqxpj2MUkr6IbV0FTHkPxp9oLzxA3a7eOW2VYkWJkfy/TtrMLdDTO0wgv+boqYBxIPdgopunCPojZ/u8SN0Ib/x52iRuZmFdAHH0NxGT6I3zUt2Uy4qagDJvvUbn1+nM4DB9T7aUtYYhSSXJ5u85KpzKY/leX2zQXYTOu76bB8G8+A6HuKPESvvJTHMORlzqvE7Wn+wHVohZWSfiYJAfQA/HP0T3pwmMB8A07VMQbfx2c9Mjeexbwp496CGya2JedhjnDGXxpZnJrMRxVyOnkMp57WPUq6pJ3rtUJWIPzb5l36JQsAAADdUGel0U0TDP/AGITf8KX0s1oP+hwIbxhxBaJyX5ZAzyUXPzpElDp/SDFKBNBE6ZZqV3urolR5yXZI+R/M6UEuZBhAAcKxcydTp2c+YyxcugSI27B3jT38m/BAoAjqenPzVp6XFCrL5etuLx41iK4DO3hORb46P0UFOkCqTXMAtKSMn3BEyCjPwu4ZHMVCgYHLXnLQd+z/1h4jXCujdk1Op5SDEWA0w3mbOZtIwQuExKGQ7pXP+mGQVi0AiM99X9KcAWQR01BKS3PyKE6c8l67ifIHga5qqWf4+ATRRYzjmZFwhfrE9GhpxUw41jaA8FAqOYeHnCkfGHhViQF2xQRDKFBoUFor7sQT4RGp+H0k+tjjrtyb6ROqv3TPVh7f0SsE26RNwcj8GnvC3z9IpL0nnFq0f1DDt2gLJm/k3h6JpPHNKrQuFVoNdjUles5Bk86VawSYhTzVX/oo11ExQW2nsjJYUFL44+QONPi2Qs09aocTcsDMaBueDmMiKxsuQFWrXk2wqAFTOMC/ghG6cEtMe2HXKsE3MW2NMME8PlnBE4uoz26Y2/tj7u0JnOLICeBppkWbgAWHWxy/zRI/rdqCFgMJzQvA39gF6SoAdTtNMzJWAAinGbyBkSR5nIjjOStqbmkylTbWJKhNu6rGWALoZsqtylzyliPxOfnt3kNRzntOjYBmax2UAg7+jJEB0ZotWdlRIjRNn8tBHYvL0vnudlm8XXdmOMJjPjW+WHbzo96cD9m0y/VQ3MhN2dY5VStqUMD79M+TU6zQ1gE4dlpvlClmb8w2EORj/NUtj6GPIXvBznYcRLQGgSBXVwDByoPMMwSaom+/yko1gdfnbg6pC9q8iHyHiVk5yN07bkUEBWdok8ENYWey2r4AOkNILyQy8Rl0OgqFbEKmP0iv6YNg8dq6MPnaTpTddAr1fWFMyAo1kvIPgQ4BSO2EQ5naZyMeZ+RyqnNhEVtWnQXNv5k5u3tctQOug/TysHpvohDO6J7nFgtFpl+x4TdlccRxuIwV3B91Dp0k/ygfgMLSxlplR69GF4iAl75XzHv3iaodJgFzfG8sNeRTIN16kkO9/Bs5s+zv4nk/lUb7w87Z+WM5Blj+VkAUTzXdRutke96/sw/Eb6HXCKbdNZhHSTxT9nXGStXPqgAACmbPNja77+w2mPXB3Qj4QAAAS0BnrZ0Qr8AtaYeiE/2oiFptPPsr/5pvmXtwl1E7fJB4NYltfS1ceOG3dQkgpC6v8VUmAPFX3BUDzADZYFZcIHsiXmT1k/+iODLUxxlrjJQdlTstGG/SuqYEB6AcKG1eieQg5aBG+FkI43rjXZPgyIKfSVGF+fs3a4w4s42CwcPe4Wkh2d6f8LKJ4BlrcmWVsr0crAURvKMdyFGOnr4GxR1wGWq1/C2Sd8urLJTUy3rzizua8vUjGbzA/te2/OJ1QUhtEHlL5BeaGNisFgHzcCjdRo/0B+ANMdL2pHQ4//vQ6FFGhU6a63e8BPZHRfDL7yRgdSGM812RvpFXbTraU2UTPH73Sg3pv0KPLGhNgy8JXWOUHsB5IJ3HX4V0zY2exIOTXEkE+Liia3SrAbNAAAA3wGeuGpCvwC12AeiJEV35rZNpOzXOFJeOvrk4lNFONZ9GcqD8/MnIUSvYCpNt8AngWczkI5SdFnA2AQ4H0IS/81Wbv7oAC4anTlBVz++sB0OVOoymrqg2Tds/Zs+HSPfUfuVDXrpXb+msUbZSG6PmEA9a/chg+PrsqUa5ZPY9Pv+rRrsOnqvi2sl4LWYkhKQtUmdTbylYTUNDcep+sws8KAF1hR7s7Yrsyp55Jx6RzHc4dnpDs5NRqJCAS45az5hLqjwdfS1OcvgPMoDkx8krv7/cPONtECXildOtF1FMqAAAAsmQZq9SahBaJlMCGf//p4QA0fs0LgFdzfe2sR8NywCSpOp6BbK6yVVXufttOhmWFY0fS2FyesDmLtV8if2jQz5O364jT2vo6SIlvlOOldyTCeVEQ4QpPTYEscxNVp2upO8d6/HmkSH7rBENy9l+vz+fZn9IQg2xzE6Ko0ZWfOWbmAIoczHXGp+ecAmQ91K0D2R7qxelTcUOTNbjthrdxJSuSoZ+iyk6/uapOgjvCT7HyennsHYc9cqV7LIpzn1MxLsjIapF5sqe1jjDXYUpZkIguDOnG6AZvsrLGf6mwW1OhKGqMKmUPlVbH2ylqgENHjfyBa1RvP0rH4Le8qbMcB8M2G/51s2wNH/qvjwnE1ZaL2SV4iynEt1TnpeE2T6wQRZ6OlRpuCwyo1feeIoB8zdNuHHf9b330gaA7RhlQumGxOHVrMDke+2WiXXbxM2q7AK05J8Y/o+TGgMS39sZC5wmSi0fhUFkULKIfK7X1V5WypygroFWltJ2FeQPe86RIJ4hkZ6nQnVEwVGztrt7jznjAVUIM4MK9w1awpm3zon2VyDKi3IG+X0S8RTN8D52qUvK0HB2t6yUNp3NrO4Kbz9rnEr0jJcC6D9NaC7Bv58EXGItmSLxP1XmsWmUPfniVSveXQqtbMp0Dk5slbqCrZc5WEDRuRAK0R0co2z153znguzUGYu8ZaZoYAaBqBDPm3CcF/yvxq68S7+lS6Ku5jJ62JI3A66rZ5qusYxtKp/1xu1nBSn1bIWn4DgdtP9NqHdk3UevIxJ8rI/md3ybO5LaKzhmjpBibY0pnSsZKNOevLv74TM7/hvWTfxs582gDynVczdYSPlEjw6DweeGVv1pGX1JZCq/GlQk8Z6SjErK0B9qUeT7bRLJK3u6OR2VqDrCAKgjvR6zxvykVtKXB0hJOpd8c2Jy8Yt25y6LKuWELG/ADXY1HKJrFObgPLccTh38uwLCnAJL4usbeus8fWgox7KrpuctfGg+welsGfg61RLkT1gsNne1pmqfCuk8SmTl7WogZILZ6al4wM+Zye9TeZkqBCNOGdIBXLICYcqW4jKB3g4N9u2Dg3/Fy1GeDvXpjI0qn2WJ/BtrpACjgfQjKZJvTMS1yQTK4z8PYbJrKfpvhHoieVMc+y0nd+MjKLwFQHEtMVrmXuc2htdCftsEyzPPfVQZtKe18da2RKdKRbxa39tBpHT1UBXkBK1Wj6wJCfYgNsD2bRmGCvXEFI/lgWUaeXFz57i38hL4H7eEmyDq9Dv/nmUpQ1hmshRo63ZZmMBXzMz7BDqj2bWvA5QPMpw3uWDVv1prxxcs7P+YUIkZEYb4+sNxStJEJ2cOHZFR6ZtXP22Q8Ur7MiagspQbhznxueNXnTCqLJydR1644m+pFrmHiTvuWcbdvLeB7xOZ4OZblKzNAGq6KGhOx0FrUj7Q404PadLco0wuXpazDMhoOOH/lFO7r40cF9HXhxbk/bZhEcC4eB9A+IOkmZU5Qt4L8rgHmW0Vg7jm1MaPWE23a//RXkvPA3WuvGkLfatLkU/OkcE9rdLzcC+Yg9qFl9jFW8XfB2e0EKTsGxEhvzPzUYuOe0V8ubW68Hc7N/EybTDrRtrsDuixLeKpRGg/0bCv0jEdCmg3jm7N9A80QbXv+Vo6eI/xfcyko2CUNyTcNDwZ0tzec8/TS36vsnRexzAGf0IfdLR3dj3bDv9L8R9+JfBM1djbgFNSuyHaEbxtnJIYWUq3JVSPhQEQ3LFYQzORJUiKWTCEEG+2XFJf3hIFYfEF4DwMGkY+s+kJMUZG57vDCwvpcWxKuojpm4DfzCIXOIAvab/xEJ2smt0gbIBlZksrQyrFN9v3YUC4GxPdjapwvyNp4SI/16L5qjM5hG3izNxh0BOR2PTphu1hWB2ZhXXpSSce71Ysqe3hs6jiH6pkgdEOEvfMK3RpWwdLKQGh4w4irKQ4/h/ZyGrdq+B4LTt7gEIIALKtqkFLPdmC8RPxHgpdMIg9Co0nzU0R+/rpzqvIEGxP70cv22vMwmLbjFaqMJ2QDRcVPDIs68hPnxO5ti7F0tu6EPG8KfvAqzHBGThRIBk+DK3UUjDuS7x6lBa4dAdHsgu0QGsk11xmw6/HUZrryKZGQVM9ez1Ry/6sVI92xg4TAM2qPoOSOi6nk0L8KpLYxhjYkhGRVpyVArgkbT3CooMjMAvURTuY8Q5uYDLgk+Te9qJGwCp8g5TorPdd2QyxJAiH9Z0KHKfMTII8+GGMle20BWf+3ce1V2Y9Y7c3vpQl2laNdXO7o8CXEi6L4w6xPWePQEqhVpGuW2P5rBkthREvRXCcG+Nigr23pYP/p6EGmHBdGPcRYpU6PINkFD1I6OXcykgECVnqUIUsX4GpLrU2EyHgyNN/Pbkyro+nATwVeCIDwzRxn1m/Y6tWM1AqBcoLrqyhsm1k44KKM038bSHVDbfj0lCYIxeBPX3EZDC0JP5h2cc4g0Bsl6w2iQVx/RARcWoxW9/PHgvtLFQJ7S9wDIiz/K9uaz8z/u3aZesjM+8qkKTOFYsSCQJOul0X9k2C4Tet9fwb9CbKHBEqN/EQ2CLYNupMFZ1sgUGss9BEoPeDR163rCZDTEs1l1/w88slcW5MKi3Ohg9D5cHz5nRJZmXB4rP0UxETl+4Dl2l3d5dfmK9981tJR5q11y+JaEZUa8bOqAvZO2GQcA9Fl4ROEl4XgUQdqzstC8192lNcM5V1mx3RZCOPSoMx+o4RL/LrscNrLURb8QLLHed4Kmoz+bIA3+EjYNoKr688TjK4T2R7/v6zuwemrdMEIdwmrDLGRVAZKc9LOiq8oUp3aiGZxZJDfGsYRyOuCD97gZT8OfU6IAHpDTB8t3zfQ0YIxbsecFqJnzN5hWkeVd0N047s6SYYitfXpKgoFtDgD0lFv3msE9Rl0jzhc+m6dxVOTHheuHYfyep+8G9m8v+F4fj/TfEcLsXj2SNdPC1c0wgBroHlHMoEQ4C2SExtpmzFbqkNJ4dW1kNZQlgJphjjBXpXnmQYzUUCciQ/2RO7xH6kRtnM4t7qlvd4IF0gwyGL9hTq40Hz9bh4NTUL9+WT5nH9yW+UWMtzGqbPpZ05myOVWGoF2OpryTnmhf+fI2RvT3AOpMsyHaC21nUGElVbi7s3CQpFuygK65oM9LdLsXR/Dg3gkvja5ZfBR/KGyGsvE4LZO3aCXqd5mOotfUKNJRXC0a1FjO1C7+wA3ZoOKC70MHG0ZELOxlksnc71omzUxc+qpCo8UtWgifQ1wZke1yB4Ova6+bznU52Db0yPn2VaI2NmXKq+AmEwzfylH2Z24z2+N9LChmY5o+VAHTC/vqMMA+tixzfOUIPmy4qcK0U8N78K4qPmRh5UUDvHgbke2sE0lEcYaF3XRXiVUJNcMyUxRhTltGjftCh8VuwKOcGs8U+5IPR3FBmFEv169ULH2Pt19FeH8i0JfDYJAsFzefNAQQQ/p4+CCR3AH6k0A/jEvmQXXzlJ2/w1tSXhbNVxk+emSBhEojEjLkMjzP4Q0MUEVythRLn2OUISczJDEtapfvh0oJwkbeR0uueLf87CXMgppeOgxtximLUe/8QJ8vKy/Xe/P+WvgtZGhVxhBh7Sp2MX+LiNwwKR+pxGzgO5L0xiKeYHia0I+swo19gLhhuWgxI2ZT1EJ4WCfu2QSNv+l62dYDlkzUc3MSlIcYJw39zXASTTEgi5S1Y3QYioYy5BAM451lXcOs3jmNhf++pcAl2Tr3tIBm8bNtZg4SO6mNQFoI9dLjRZtKFvIsVsuqdMBDPEqKBBg8QJyl6MQAAAvxBnttFESwz/wBiGHKnzX5oqa3LifE/Rq1OoyllWny8BBO4ZiYFHxbcpvndaGRDME9ov6RHYrthnBnI+EAAsx7YdUilqa8LZtt7sDGo021CrxWDAsF6s8wMQGKcvCGC/4/vH/q4fY+nf+Lx1ZdGfRhlYG1LO2433N3u073j3A61zWYEFfdeJzJLz4JJqA6pcBOsUckGfLrt5qbGLYkvNaIOrBFnizUc5wkbCc/ZL/MtkQfucnBDya88S5JBHxPbuYWv29m0j30mz29DCEq8jWXBdacBLju/wQuqMte7D8F9Cd/UyL8zAkc+m57nFcyEwMkgmKVwuMTWxtQrgQVoBzUicyUp0/S1W+XsNiX+02kPHmAWBE5H5pfrfJrfyyG7jTmHKaTDJ0isokg4kaM6usmdw+DyRnVO7gsP61vhS4bBkbGBAEsAAe1NySbiJfXCVC2Tt1g0XhZ7yEGw5C+BmHXmqR0J9ROo6wo51zwpnxrKCJAju6yNTbRZkNb5DJLfh3kwbYqpfuMfxo7xmpUBTLNr8BLS4kr5FJudwGEOm1nZmr19p8DzQ0RSp2eufHx4Ce9by6184EpbZoDox98PinHR3YCFWraK1ygnAnXExKNLD2x06ieTOV2rInEG+kyrWKa4pp9bmG0OEIvxbipyuyq0MPrDBaZg1IO6A5hM8VVC7v7gC8uDDfZ3bAPfytWf4MFDDjPdv8CiUv4YIgbOUa78QpFT0NL5+KDJhrcfJx1Ln/z6sA/xdSNesZuubRXkkCeSFZ8ndKHbv+cgFpnbZoUMf9AfZzORDB6s7saDrX0NFXh4O28FqbZrQT4L3AC6rmy4swYD6EpT7ZTWD4S7yzz+EfbPgW8XVFkTjTuqgyvE7ys1gvCSm5R2d90fTlktbBtbryaTIYd9MrjZ9ZJP4iZ0xZbdR1QMBETPy00V9YFPjWwoxXKJDVa3HBiZvXEzRmvcxWabDryZCKvuI4Yw/iR5WuCP/vHCyD43DFRExizSuljX9avD7LXwFnC7gAAAANwBnvp0Qr8AtaWxvuj+URWO1lYFnkVfyI3vAzpXk9mq7rx7yppvKKYpNWNlijlopF8NdFbvWZL1OxRtMuem9iKO2VMWI5YxV8EkwBUt0T9ijMV9GPzsdfPhCBXcfORXEgGpVBI6PkEroPRuP58SulCGdYLEAK4sRas/xgGiZ/mthzvGoyRAx7Ig9AgwCXc87b9rDr8xrj91NGEEMAbIpt0v074K++l6nrtSoHokD1/N9mSoklsRjlsqcktF4xLgfaeyesRe5+mQOvebxr8xQ70Q8YSk7wsiqIXxgeVhAAAA6gGe/GpCvwC12AeiJEV337TSUyRiqy4IBPRpzr68YhS1rf8Fev0LwbA1FihgqmNRNaHjMfH/gaLWH78Y9Xqvxoho0ChBtWevdVNLDakfQWZHkCSLiG0dSbBlX0W8ANs5whB3q4ZlFy8YBqJOkoD9R40AqHmqC0FLAFQbbbVTFr1gI0P1QugUwzKv2f5/vQ0Oj3gv6iu7IPEMPk8r2xeqVbviIIy3IEGk5abMHQ8bq1ek58cXfjdopH1o46U9o+OSIbaIBrGcGPkZVA5N/vs+tHAhQUlfldsuY4oxuJ+QAHjfyfmzB932TpwYEQAACE1BmuFJqEFsmUwIX//+jLADaet39Y67Ag5TutWHH/vgx6rDdmLMCmmfHDV54gWAKZkRlD1gGd0OA0ARBbvcPUEvDeSvJm6FlW0420ZsWbV4f4yI/lQ15iqxbeRB5muUC80b+x11i/s4daTvcgZBdOH3dtWcH7biLu0E4u90LqDhAmIyvAw9pX9da+mcWnMU6qZURS2UWac+0qSczyRxchMO3f9AxFBXYuomGwYJn3ltb7w2RJ9dZFASX4gmO5QtfZ4sD2nEgIWoGPcqkGmv5szjs/8gcVUqyg3hL2V0WK3/opd8mvcohTTVdqWOxy0dyB6oS4fkxSll859iXZtgL5onCF8KwU2+iCxwfaSmUtu2dNHpns0OVFZaHL8Rgx33ducNCjrxzqeJ+7aF8HMg4VjMj/re79oGSlMnelefdGFxrg3h/O6wH6oVMYscvJ9/ITmZHaeQ5cJ4r6GjVZ0Z35Ydt4rPEj69y30X81WeT2DVmZ6GAoxCiqrldtMn59SZmD07piwYr3io/JfBMNKLRZXa4Nnuj/uO1Q3ryQE0X5qAFM3zH78gudqpLdvWtcQF1u+HiUlKcLPreub07eFB133xRY7UIxGIdQUA27ZW+5FGFxEUDHeX7u2I5GXnEjpk6bXGRa1JrAiZaXf5zlVG5dwtB+Mc7rnd/MSGjAmDRP1Oa914nPFF3xk4O32pIv6Ny6VIZx5zGYrp41gl0nCNJZlt45ClF8cB+lucHI7bGRFDzTWsGq1Pn6fj6lZqcOKNDyfLLU4klO9lLFrsUqbGv/R1ml4PiERAlex4woeALEJnQQbkZGvG731mZgjPDMeX0wlg7k1vtazJJk2ZyvHc//FCslVj7lQPZFfF2SYQi6z9VL3zm5lBfk3wapyZk69eb2YfeeJjaZqRCU5lpQV/WhFmXdpKCOIUMQEDqyYEEFmMSBcn9cLnk/NEqFLOR2jE+YPk34WuBMedNUnTsmEkEMjI1rx4sbWEVRgjVeiUTeXcxlA3XTu1WKtwFR26OyF3qbDE2QFIBvJ2j4idrf5XmR3TlOuOFYbEpv50o/KZSQm002barMOU+tQjtTgnc0Iuab/Y/miFohBQ5rMe+cPbLuNb4Mm8P/6Ge8C4fFqj9Ey7jTK2P6qJmOUtLGuYyO0BR3ezX/nvyUwJTb0D7TMBMbRrFLYlPpWbiYglhA6dYo/ujNZ9/F05aHvFN5lBFuK5UGb/UrnRcAvkmwHXUCTCIek8ryqA29mDqeTBzV5uQhK2QnmRQzlnGuDLOEYmVMiIJjRknx0/aDiNsztB7cPqpLEO5GdEPERpCV3dLqFMh9shCi6svVVgE8itopSDs4bqPW2U0557jAZHEEv1Mj6eM1LPwiUJEkwh4EUkJ15Df4okkBK1Rl2EKUWVXz5PcwUfK3mzMccCvT7OpcHEX7lsDk5SGtWzNh0Wzs7KvHqVZyR25xRqPrwVYUg0mb/1kY7cai27nG+2F7wD+om59wn3bMwAMItoKyy1zuzDFH4SoWjIVRlLwbov8kyoibjLaqgaJG1MPUqrEzyeSNQ2umY0DICTPbJmVS15pskcOTH0YbFTgV6S9R7M3IHtSqMfQU/FR6vWWJCLwBHP/ZHoa26sscB9WRva4SDvr2w5i2G7CG450aaSdixFGEbpZH6Ma3l03ZsFOFEFpGqs5K7td3cf4a9O/dHR6h+DnVhouZDUZA8tEGDdT/oNpiugEyV8xOEQbi3V79sOaZKW5TwI6hhZx9usxQVb05jAu/JZ3PYptCuRW5+lhPGNqHY0nBG6jwNZ3jsdclwBnqjYKU7Bk9N2GhRXg3gNKLMIw8b0NsdMkdiEfHrS5PhrxDkZusnLdWv2xqU5ruXM3bRmWgiJ5QHe3QSZaZgamANUXb37ZCwAfpL0jUH9RbR39WLNkT/oUmx1Wmn7PMf44ZoRaJAv710v2IwyI36PI/jlPmswUxK/1mD3gtLpAe8gI1s92BHK0pHvYz+zI/Tb2qGIdgOT0g8YgJqijOXeXFVnCx23PtUAPGLfpJWw6Poh3IP6pFxLYIlRWlGPfmfcJ8lLdRjE2sLaq8H1Vtupf3I6s5C2usgnuTz6SvTfjg78c3y8GDa+bnA5lVLeM/ppZkx0/8dJPDcNYCD8JT2J24RKjlqGNICZMIJ1o7XSErEjH8ogDpAAzhIrb4lVPkzHT4NWTnjFJnsGL/VKZICzRNhVu5kY8plZF86gjjdmzELcUFupXQen23KgkXJ+fgX7gKYSAxjs976zp7Y8mve/Ugf5hin7gI6MSPNup7nAgzIjIxQK9WDisNPryu3mI1HiRMZp5yDdQwdAxpYGbB2u7NOaR4JtXpClUGf1EmQZomn09Ybzule96io3JPG3NP/nOOjLKoq6ua1jefOe7D8OLblxLqkCZ/xux5QHJSfpWjLW0oHH3ajRN70283LeBu7GrYIkahZ6tmJjuYkPfx/RHhU+pt/AuRfAptZ6cxFBVlEx/WNVJnABiQBIr4V43LJ3CYcaXoj7JfcsVVAkjZ/x6LcY2XwmD+w+5vmpkdJGQwfizcSNXPT2DmwaAnaiXPPWp3DyggsHZ7NO1siWawC3R/Coa4shcEpEVMXtIJCbKm63+7Kh7x8IhCEKelsjAWnab2+8rZJ6MU/d6nmAFQTqF/3SfKRfR1OdC1d5gKLI6rimdZE2I89+GsBc9gDCy6Qlyq2nO5F4G9mH3rb90jfxE/2eCV1A8vQlYcRlT4qUjshUk0JWylOICfvslqweAXuL4QygCXHSA+6Z3C0SCq08eMduQdEdVJzL8/Z6+ACUgaTtOou0depwuqmGwzLpjBGqYfYQUb0CguGgAAACeEGfH0UVLDP/AGH+NIDUS6d8GPzhWnB9gZx3gvVmk29ILiZPSllTxGkTTWTFNDKTgKrw3GxvzvPHaDnOQJz2S0LGPyRjSwfnbPExtur/rkKIa4/3YAJq45Sv4dqU51axuuVXrvA6nMnz49/YSQYdza1/zIRJ+XwW9qm02WPWbgEj2nPkf9ixR6IjHEN7cDFg9aErR7l49u/znTryB6jDYxfg1igIBkZrD/+aYx7cRjE46ztSplaYXvUl36OHXN8dCs/1pxd1JkLy3eHHIdVC5sJPPbvFDBsexodtViUsg91EGbz8AxNkJPI4Y1K2mp2oZcMaXDrXMFWvYPUgQEwdYYg9WGf7I9w93pZTWTSQvziC8aomoiawpbYKf1X2iQ86umvOKu9+rc1pSRTTqR9NACDtofwk6L+ktgPh/1kLwxJxNXZGcBwarIDEWxBfCYn/Qz/Q8xL/GeAzEIcmYeyoFtpmtgzUedLkQiAvO+PEsK20U00tvdiHZnKFHdzJzdzQDYlRw7NqPpiV1T4nI/UxgOUn+xU01r5QYX0/Jvw/8IudnccG00IdTfxvrNqwvmhdP5IwNz1Nil4QFhZ45K1exoFQm+9VO3HcsUH8XQr4TRBIrM0sfkNhQSlgZEEr3tW1A5wYNOFEcWSBO0DgtylEfbybDN+66I2npWO1uW2UxbUgSBH0fLxY6c6cQqXSgZPOCSeD8YDTTHjYffXZQThuQFW2FIz57vjBDNZI8JHyUQupODYPoM/QwMLNP7QL2mL3/yJKXSaG1Wy7pgZO6an9Uxjv1uMEy2FodzbBv/PEFUJwleKR5L+UVnvFyThBvE2fWwDttchkF7H+AAAAzwGfPnRCvwC1ph6IT5zxU61wp8H6NWH76ZRQomYOejMv/JURaLa4169Pkkvz/p3TUyGHv//7XcAIk7ddzYlO2rAm2ighmXSyyjC/wEYrodJvHt8xktCT2IP3NHHgBa6pkkNmJbtBSyCVbFpi/hkitZixEQ6zoqug9cRJ/ckOSiDw/ReAVW47/CTSGVasSluToJMk+mHFB3rP6BNc+qb+SL81II+orKXLitcyzz7nsSxBg56+zlWPWIUq6uPHWaRNiuFrTffWSBUi6D5ky5VnwQAAAM4BnyBqQr8AWu8gw1eAJlVNeo/JnZImoVnzXIBiMacWMSpkEzyO5u7Z0Uq3oNFQTvUsgxPtb9rkt5iMNNkWg23MNiBnv1lGRQmuiSWibUxBnw5ADb67lkNoaFS8b+ZmTPhsTc3n/mlqdoo1PVh0E+Tl3uZ9ak5Bd6qJ8tR0J43MXXPogSfUmbIRWIoreczAJNsnLiTNlWvkKLma1kNp+2Hv5Ld/XMq7iipwO6+bDwcw9h8o+qgEujU/3D455nrUuuLw75m5p0Bx1fp59v2MCAAAA79BmyNJqEFsmUwUTCv//jhABpbdD5UThdSZFGamJrEGC12grJAP1dcXPFUP6Nh/2vqoH1FhA+rGBLOxz0dM2yJ+Xs8AJU/l/fNv5yJgyOqxm/qUZH7M7V+6msa2/hA4tnf8SL1ixQPW4d4nhHcFBrYau0PIgwyaPiKGiT1FhE4mWyCLugVDOLRuXXldG4FhHKl0YlUQdnW1j3jm2QOcBEZMguBs1WmiaoW8nufpizhm3ioraujc2RMhD1hc39p4OdPDyR1aUnbFl2wZFkgqz8PiUIVupwi13NXEpVeUK6ayTilySI0xLUfsB8S7Yp8ObXJQO6O5oRTApWBEYEVxBo6y3+mD9UxjbhJ/1bhnA365LlNbcWDKmM+tVk3Wd0Rw031X5ueeZB5c1eT97a3oHrvECjbUfnHxVl+Qdme5TCW6m+8brK/OVI4WtDb+SxsW+bTSyjP1YSc9tHXZdEagVhClCmr5f3s6kQRFQSVAd1Jy0NJh0t5RX9DZSS3t/Zn9uCfRAJWDcvks98b7O4koUs47yMOlP6W7+9MB2aCE/ix45qUV1cx53c+HVeuj5vmqLL709fNlE5PUKVVejYfISGRNMgc48y1rTKpvuaiCPiB4fKSGlsHAbfD7cJ4GjPa3YNEDLm6MtvJ2W+IOuOoZomG4xChgSYUWzfs08Q4qlY0YSJW6bqNVpCas/sOixZXrIvFpsVqgTdtk/WUtNlWEu8nu2n6taLtJ4MqT8eyAjWEXgjHEJwZEAbLZFgWD8P4EjvnhAzPj277LNEpapHCO3BJgWCh/XiKW7nsev2Pjn6rQVMKj2UFY7yI25P9cAFsr+kxNuIBU8psJJYpPg+Gdc+mhIlsPUzasCvl9+w70eFwm21YWAYto+pMJ6FJmdrddcO6fi26A9i7BNH2gDo3ppBDPUt3rb6X/7U4Z9SAR0u2NiSO+75KPaOitSztfgPgTKpObwLDE0vmI/ZW8QRiWL0sK+y7JoGdVGYu7w94s0Y1dPihIEWQ4p5pur+sdw89NxiNu5be9Am0N6yUAyDhD//XNWp/nBYktyZQ4f807jhb5wzpC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      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "show_video(video_path_1, width=500)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "5PpElrQOBi2c"
   },
   "source": [
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "1AMcgTxOBi2c"
   },
   "source": [
    "The simple method detailed above for constructing multi-input quadratics can be used to produce every possible multi-input quadratic - up to orthogonal transformation (e.g., rotation) of the input. In other words by summing two single-input quadratics, and then possibly transforming the input using an orthogonal matrix, we can generate every possible multi-input quadratic.\n",
    "\n",
    "To see how this is done lets first write our multi-input quadratic using vector/matrix notation. Summing two generic single-input quadratics gives us the general formula\n",
    "\n",
    "\\begin{equation}\n",
    "g(w_1,w_2) = \\left(a_1 + a_2\\right) + \\left(b_1 w_1 + b_2 w_2\\right)  +  \\left(c_1 w_1^2 + c_2 w_2^2 \\right) \n",
    "\\end{equation}\n",
    "\n",
    "which we can write more compactly in vector/matrix notation as \n",
    "\n",
    "\\begin{equation}\n",
    "g(\\mathbf{w}) = a_{\\,}^{\\,} + \\mathbf{b}_{\\,}^T \\mathbf{w}_{\\,}^{\\,}  + \\mathbf{w}^T \\mathbf{C}_{\\,}^{\\,}  \\mathbf{w}_{\\,}^{\\,} \n",
    "\\end{equation}\n",
    "\n",
    "where  $\\mathbf{w} = \\begin{bmatrix} w_1 \\\\ w_2 \\end{bmatrix}$, $\\mathbf{C} = \\begin{bmatrix}\n",
    "c_{1} \\,\\,\\,\\, 0 \\\\\n",
    "\\,\\,0 \\,\\,\\,\\, c_{2} \\\\\n",
    "\\end{bmatrix}$, $\\mathbf{b} = \\begin{bmatrix} b_1 \\\\ b_2 \\end{bmatrix}$, and $a = a_1 + a_2$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "IEz9XPZcBi2c"
   },
   "source": [
    "Remember to transform any vector $\\mathbf{w}$ using an orthogonal matrix $\\mathbf{V}$ we simply left multiply: $\\mathbf{V}\\mathbf{w}$.\n",
    "\n",
    "Substituting $\\mathbf{Vw}$ for $\\mathbf{w}$ in $g$ gives\n",
    "\n",
    "\\begin{equation}\n",
    "g(\\mathbf{Vw}) = a_{\\,}^{\\,} + \\mathbf{b}_{\\,}^T \\left(\\mathbf{Vw}_{\\,}^{\\,}\\right) + \\left(\\mathbf{Vw}\\right)^T \\mathbf{C} \\left(\\mathbf{Vw}^{\\,}\\right)\n",
    "\\end{equation}\n",
    "\n",
    "Combining terms here we can then write this equivalently as the function $\\hat{g}$ where\n",
    "\n",
    "\\begin{equation}\n",
    "\\hat{g}(\\mathbf{w})= a_{\\,}^{\\,} + \\hat{\\mathbf{b}}_{\\,}^T \\mathbf{w}^{\\,} + \\mathbf{w}^T \\hat{\\mathbf{C}} \\mathbf{w}_{\\,}^{\\,}\n",
    "\\end{equation}\n",
    "\n",
    "where $\\hat{\\mathbf{C}} = \\mathbf{V}^T \\mathbf{C} \\mathbf{V}$ and $\\hat{\\mathbf{b}} = \\mathbf{Vb}^T$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "VShtHN2dBi2c"
   },
   "source": [
    "For example, below we combine the two single-input quadratics \n",
    "\n",
    "\\begin{equation}\n",
    "g_1(w_1,w_2) = w_1^2  \\\\\n",
    "g_2(w_1,w_2) = -w_2^2 \\\\\n",
    "\\end{equation}\n",
    "\n",
    "and use the two-dimensional rotation matrix \n",
    "\n",
    "\\begin{equation}\n",
    "\\mathbf{V} = \n",
    "\\begin{bmatrix}\n",
    "\\text{cos}(\\theta) \\,\\,\\,\\, -\\text{sin}(\\theta) \\\\\n",
    "\\text{sin}(\\theta) \\,\\,\\,\\,\\,\\,\\,\\,\\,\\, \\text{cos}(\\theta) \\\\\n",
    "\\end{bmatrix}\n",
    "\\end{equation}\n",
    "\n",
    "over a range of values for $\\theta$.  For each $\\theta$ we have a rotated version of the original multi-input quadratic, shown when the slider is all the way to the left."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 297
    },
    "id": "ii-hoPdcBi2c",
    "outputId": "bc43ba7a-39b6-4eea-9603-a2e645dc115d"
   },
   "outputs": [],
   "source": [
    "# # rotate a quadratic - uncomment to re-render animation\n",
    "# # note: restart kernel if ggplot renderer has already been used (in any of the previous plots) before running - otherwise frames are very low resolutio\n",
    "# func = lambda w: w[0]**2 - w[1]**2\n",
    "# section_4_2_helpers.quadratic_3d_rotater.draw_it(savepath=video_path_2,func = func,num_slides = 100,color = 'lime',fps=20) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "colab": {
     "base_uri": "https://localhost:8080/",
     "height": 421
    },
    "id": "aSlu46NlCCyY",
    "outputId": "0611998f-4281-4b10-d78b-15d2064849ea"
   },
   "outputs": [
    {
     "data": {
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      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "show_video(video_path_2, width=500)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "yEnlL8nUBi2d"
   },
   "source": [
    "### The general $N$ dimensional case"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "UAK9bxBJBi2d"
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   "source": [
    "More generally for $N$ dimensional input we can define a single input quadratic along each dimension\n",
    "\n",
    "\\begin{equation}\n",
    "g_1(\\mathbf{w}) = a_1 + b_1 w_1 + c_1 w_1^2  \\\\\n",
    "g_2(\\mathbf{w}) = a_2 + b_2 w_2 + c_2 w_2^2  \\\\\n",
    "\\,\\,\\,\\,\\,\\,\\,\\,\\,\\,\\,\\,\\,\\,\\, \\vdots \\\\\n",
    "g_N(\\mathbf{w}) = a_N + b_N w_N + c_N w_N^2   \\\\\n",
    "\\end{equation}\n",
    "\n",
    "and summing them up as $g(\\mathbf{w}) = \\sum_{n=1}^N g_n(\\mathbf{w})$ gives - collecting terms\n",
    "\n",
    "\\begin{equation}\n",
    "g(\\mathbf{w}) = \\left(a_1 + a_2 + \\cdots + a_N\\right) + \\left(b_1 w_1 + b_2 w_2 + \\cdots + b_N w_N\\right) + \\left(c_1^{\\,} w_1^2 + c_2^{\\,} w_2^2 + \\cdots + c_N^{\\,} w_N^2\\right) \n",
    "\\end{equation}\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "X1kgRh8EBi2d"
   },
   "source": [
    "We can write this formula more compactly using vector/matrix notation.  Denoting by $\\mathbf{C}$ the $N\\times N$ diagonal matrix\n",
    "\n",
    "\\begin{equation}\n",
    "\\mathbf{C} = \\left[\\begin{array}{cccc}\n",
    "c_{1} & 0 & \\cdots & 0\\\\\n",
    "0 & c_{2} & \\cdots & 0\\\\\n",
    "\\vdots & \\vdots & \\ddots & \\vdots\\\\\n",
    "0 & 0 & \\cdots & c_{N}\n",
    "\\end{array}\\right]\n",
    "\\end{equation}\n",
    "\n",
    "\n",
    "$\\mathbf{b}$ the $N\\times 1$ vector\n",
    "\n",
    "\\begin{equation}\n",
    "\\mathbf{b} = \n",
    "\\begin{bmatrix}\n",
    "b_1 \\\\\n",
    "b_2 \\\\\n",
    "\\vdots \\\\\n",
    "b_n \n",
    "\\end{bmatrix}\n",
    "\\end{equation}\n",
    "\n",
    "and the constant $a = \\sum_{n=1}^N a_n$ we can write the sum of $N$ single input quadratics equivalently as\n",
    "\n",
    "\\begin{equation}\n",
    "g(\\mathbf{w}) = a + \\mathbf{b}^T \\mathbf{w} + \\mathbf{w}^T \\mathbf{C} \\mathbf{w} \n",
    "\\end{equation}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "mCRG-IsWBi2e"
   },
   "source": [
    "Then using any $N\\times N$ orthogonal matrix $\\mathbf{V}$ this quadratic can be transformed and we have\n",
    "\n",
    "\\begin{equation}\n",
    "g(\\mathbf{Vw}) = \\hat{g}(\\mathbf{w}) = a + \\hat{\\mathbf{b}}^T \\mathbf{w} +  \\mathbf{w}^T \\hat{\\mathbf{C}} \\mathbf{w} \n",
    "\\end{equation}\n",
    "\n",
    "where $\\hat{\\mathbf{C}} = \\mathbf{V}^T \\mathbf{C} \\mathbf{V}$ and $\\hat{\\mathbf{b}} = \\mathbf{Vb}^T$.  Notice - importantly - that both the matrix $\\mathbf{C}$ and the matrix $\\hat{\\mathbf{C}}$ are *symmetric*.   \n",
    "\n",
    "This is an interesting fact regarding all quadratic functions that we examine more rigorously in the next Subsection: every multi-input quadratic function can be written in the general form $g(\\mathbf{w}) = a + \\mathbf{b}^T \\mathbf{w} + \\mathbf{w}^T \\mathbf{C} \\mathbf{w}$ where the $N\\times N$ matrix $\\mathbf{C}$ is symmetric.\n",
    "\n",
    "> Every quadratic function taking in $N$ dimensional input $\\mathbf{w}$ can be written in the general form $g(\\mathbf{w}) = a + \\mathbf{b}^T \\mathbf{w} + \\mathbf{w}^T \\mathbf{C} \\mathbf{w}$ where the $N\\times N$ matrix $\\mathbf{C}$ is symmetric."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "G-9PLeDgBi2e"
   },
   "source": [
    "## Multi-input quadratics and eigenvalues"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "85UudlEcBi2e"
   },
   "source": [
    "In this Section we show that every multi-input quadratic can be written in vector/matrix form as\n",
    "\n",
    "\\begin{equation}\n",
    "g(\\mathbf{w}) =  a + \\mathbf{b}^T \\mathbf{w}  +  \\mathbf{w}^T \\mathbf{C} \\mathbf{w}\n",
    "\\end{equation}\n",
    "\n",
    "where $\\mathbf{C}$ is an $N\\times N$ symmetric matrix, $\\mathbf{b}$ is an $N\\times 1$ vector, and $a$ is a constant.  Secondly we show that the convexity/concavity of a quadratic along its $n^{th}$ input is defined by the value of the $n^{th}$ eigenvalue of $\\mathbf{C}$.  Finally we will see how this eigenvalue perspective is completely equivalent to how we previously described multi-input quadratics, as built from simple single-input quadratic functions."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "WcuLQJ7ZBi2e"
   },
   "source": [
    "### A jumping off point that leads right back to where we began"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "r1bvMMc9Bi2f"
   },
   "source": [
    "Looking at the vector/matrix equation for the quadratic we derived in the previous Section one might reasonably wonder what happens when $\\mathbf{C}$ is not diagonal.  What happens if we start with this as our definition of a quadratic, and plug in a general $N\\times N$ matrix of the form\n",
    "\n",
    "\\begin{equation}\n",
    "\\mathbf{C}=\\left[\\begin{array}{cccc}\n",
    "c_{11} & c_{12} & \\cdots & c_{1N}\\\\\n",
    "c_{21} & c_{22} & \\cdots & c_{2N}\\\\\n",
    "\\vdots & \\vdots & \\ddots & \\vdots\\\\\n",
    "c_{N1} & c_{N2} & \\cdots & c_{NN}\n",
    "\\end{array}\\right]\n",
    "\\end{equation}\n",
    "\n",
    "It seems perfectly reasonable to suspect that with such an $\\mathbf{C}$ we could produce new as of yet unseen types of multi-input quadratics.  *But this suspicion is wrong, such a matrix produces a quadratic that is mathematically equivalent to the ones we have already seen, where the matrix $\\mathbf{C}$ is diagonal.*   "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "SmfVDCeNBi2f"
   },
   "source": [
    "Two short arguments can be made to verify this claim, which we now provide. Together these two arguments show that defining a multi-input quadratic using any generic $N\\times N$ matrix $\\mathbf{C}$ is completely equivalent to constructing it as a sum of simple single-input quadratics, as detailed in the previous Section."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "Sbx0lE1TBi2f"
   },
   "source": [
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "Y6PesB5PBi2g"
   },
   "source": [
    "##### Argument 1: a quadratic can always be reformulated so that $\\mathbf{C}$ is a symmetric matrix"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "NaijinULBi2g"
   },
   "source": [
    "First note that because we are using $\\mathbf{C}$ to define a quadratic, regardless of its form we can always re-write $\\mathbf{C}$ as a *symmetric matrix*.\n",
    "\n",
    "Lets quickly look at the general case when $N=2$, i.e., when \n",
    "\n",
    "\\begin{equation}\n",
    "\\mathbf{C}=\\left[\\begin{array}{cc}\n",
    "c_{11} & c_{12}\\\\\n",
    "c_{21} & c_{22}\n",
    "\\end{array}\\right]\n",
    "\\end{equation}\n",
    "\n",
    "If we examine the vector/matrix equation for the quadratic $g(\\mathbf{w}) = a + \\mathbf{b}^T \\mathbf{w}  +  \\mathbf{w}^T \\mathbf{C} \\mathbf{w}$ notice that the only piece that creates cross-terms in the input - that is terms that involve both $w_1$ and $w_2$ together - lie in the product involving $\\mathbf{C}$. In particular we have\n",
    "\n",
    "\\begin{equation}\n",
    "\\mathbf{w}^T\\mathbf{C}\\mathbf{w} = c_{11}w_1^2 + c_{12}w_1w_2 + c_{21}w_1w_2 + c_{22}w_2^2 \n",
    "\\end{equation}\n",
    "\n",
    "Now notice that we can combine the cross terms involving $w_1w_2$ and write this equivalently as \n",
    "\n",
    "\\begin{equation}\n",
    "\\mathbf{w}^T\\mathbf{C}\\mathbf{w} = c_{11}w_1^2 + 2\\frac{c_{12} + c_{21}}{2}w_1w_2 + c_{22}w_2^2 \n",
    "\\end{equation}\n",
    "\n",
    "which is the same result we would get if we replaced $\\mathbf{A}$ with the symmetric matrix $\\hat{\\mathbf{A}}$ defined as \n",
    "\n",
    "\\begin{equation}\n",
    "\\hat{\\mathbf{C}}=\\left[\\begin{array}{cc}\n",
    "c_{11} & \\frac{c_{12}+c_{21}}{2}\\\\\n",
    "\\frac{c_{12}+c_{21}}{2} & c_{22}\n",
    "\\end{array}\\right]\n",
    "\\end{equation}\n",
    "\n",
    "\n",
    "and we indeed have $\\mathbf{w}^T\\hat{\\mathbf{C}}\\mathbf{w} = \\mathbf{w}^T\\mathbf{C}\\mathbf{w}$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "5sgham-TBi2g"
   },
   "source": [
    "The same sort of argument can be made regardless of the value of $N$, and so we can say that any quadratic can be written where the matrix $\\mathbf{C}$ is symmetric."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "bHDhGqoFBi2g"
   },
   "source": [
    "---"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "aC5Bn0B-Bi2h"
   },
   "source": [
    "##### Argument 2: the shape of a quadratic generated by a symmetric matrix $C$ is completely defined by the diagonal matrix containing its eigenvalues  "
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "7Tqd6qI3Bi2h"
   },
   "source": [
    "If $\\mathbf{C}$ is symmetric then we know it can be diagonalized as\n",
    "\n",
    "\\begin{equation}\n",
    "\\mathbf{C} = \\mathbf{V}\\mathbf{D}\\mathbf{V}^T\n",
    "\\end{equation}\n",
    "\n",
    "where $\\mathbf{V}$ is an $N\\times N$ orthogonal matrix of eigenvectors, and $\\mathbf{D}$ is a $N\\times N$ diagonal matrix of real eigenvalues.  \n",
    "\n",
    "Then replacing $\\mathbf{C}$ with this matrix factorization and evaluating the quadratic $g$ at a general point $\\mathbf{V}\\mathbf{w}$ we have that"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "id": "ND0MqUdKBi2h"
   },
   "source": [
    "\\begin{equation}\n",
    "g(\\mathbf{\\mathbf{V}w}) = a + \\mathbf{b}^T \\left(\\mathbf{Vw}\\right) + \\left(\\mathbf{Vw}\\right)^T \\mathbf{V}\\mathbf{D}\\mathbf{V}^T \\left(\\mathbf{Vw}\\right)     \\\\\n",
    "= a + \\mathbf{b}^T \\left(\\mathbf{Vw}\\right) + \\mathbf{w}^T \\mathbf{V}^T \\mathbf{V}\\mathbf{D}\\mathbf{V}^T \\mathbf{V}\\mathbf{w}  \\\\\n",
    "= a + \\hat{\\mathbf{b}}^T \\mathbf{w} +  \\mathbf{w}^T \\mathbf{D}\\mathbf{w}\n",
    "\\end{equation}\n",
    "\n",
    "where we have denoted $\\hat{\\mathbf{b}} = \\mathbf{V}^T \\mathbf{b}$.  \n",
    "\n",
    "This shows that a quadratic with symmetric matrix $\\mathbf{C}$ can indeed be equivalently written as a quadratic whose matrix is diagonal, and whose diagonal elements are the eigenvalues of $\\mathbf{C}$.  "
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